{"id":144899,"date":"2012-07-12T00:13:57","date_gmt":"2012-07-12T00:13:57","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/group\/mobility-and-networking-research\/"},"modified":"2026-01-06T07:56:43","modified_gmt":"2026-01-06T15:56:43","slug":"networking-research","status":"publish","type":"msr-group","link":"https:\/\/www.microsoft.com\/en-us\/research\/group\/networking-research\/","title":{"rendered":"Networking Research Group"},"content":{"rendered":"<section class=\"mb-3 moray-highlight\">\n\t<div class=\"card-img-overlay mx-lg-0\">\n\t\t<div class=\"card-background  has-background- card-background--full-bleed\">\n\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"788\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/08\/01_MSR_SIGCOMM_Data_Network_1400x788.png\" class=\"attachment-full size-full\" alt=\"digital map showing global data network connectivity\" style=\"object-position: 37% 58%\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/08\/01_MSR_SIGCOMM_Data_Network_1400x788.png 1400w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/08\/01_MSR_SIGCOMM_Data_Network_1400x788-300x169.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/08\/01_MSR_SIGCOMM_Data_Network_1400x788-768x432.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/08\/01_MSR_SIGCOMM_Data_Network_1400x788-1024x576.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/08\/01_MSR_SIGCOMM_Data_Network_1400x788-1066x600.png 1066w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/08\/01_MSR_SIGCOMM_Data_Network_1400x788-655x368.png 655w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/08\/01_MSR_SIGCOMM_Data_Network_1400x788-343x193.png 343w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/>\t\t<\/div>\n\t\t<!-- Foreground -->\n\t\t<div class=\"card-foreground d-flex mt-md-n5 my-lg-5 px-g px-lg-0\">\n\t\t\t<!-- Container -->\n\t\t\t<div class=\"container d-flex mt-md-n5 my-lg-5 align-self-center\">\n\t\t\t\t<!-- Card wrapper -->\n\t\t\t\t<div class=\"w-100 w-lg-col-5\">\n\t\t\t\t\t<!-- Card -->\n\t\t\t\t\t<div class=\"card material-md-card py-5 px-md-5\">\n\t\t\t\t\t\t<div class=\"card-body \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/lab\/microsoft-research-redmond\/\" class=\"icon-link icon-link--reverse mb-2\" data-bi-cN=\"Return to Microsoft Research Lab - Redmond\">\n\t\t\t\t\t\t\t\t\t<span class=\"c-glyph glyph-chevron-left\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t\t\t\tReturn to Microsoft Research Lab &#8211; Redmond\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\n\n<h1 class=\"wp-block-heading h2\" id=\"networking-research-group\">Networking Research Group<\/h1>\n\n\n\n<p><em class=\"\">Inventing networking & sensing technologies<\/em><\/p>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n\n\n\n<p>The Networking Research Group focuses on basic and applied research in all areas related to networked systems, mobile computing, sensing, and Internet of Things. Researchers build proof-of-concept systems, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/event\/networking-lecture-series\/\">engage with academia<\/a>, publish scientific <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/group\/networking-research\/publications\/\">papers<\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/group\/networking-research\/downloads\/\">release software<\/a> for the research community, and <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/group\/networking-research\/impact\/\">transfer cutting-edge technologies<\/a> to Microsoft\u2019s product groups. <\/p>\n\n\n\n<p>Our research has created significant impact on Microsoft products, including Azure Networking, with features such as<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/vl2-a-scalable-and-flexible-data-center-network\/\"> data center network architecture and virtualization<\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/achieving-high-utilization-with-software-driven-wan\/\">software-driven wide-area network (SWAN)<\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/data-center-tcp-dctcp\/\">Data Center TCP (DCTCP)<\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/congestion-control-for-large-scale-rdma-deployments\/\">Data Center QCN (DCQCN)<\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/crystalnet-faithfully-emulating-large-production-networks\/\">cloud-scale network emulator<\/a>, and most recently <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/empowering-azure-storage-with-100x100-rdma\/\">intra-region RDMA<\/a>, XBOX, such as the XBOX Wireless Controller Protocol, the Windows Networking Stack, with VirtualWiFi, and many more.<\/p>\n\n\n\n<div style=\"padding-bottom:32px; padding-top:32px\" class=\"wp-block-msr-immersive-section alignfull row has-background has-light-purple-20-background-color has-text-color has-black-color wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper\">\n\t\t\t<div class=\"wp-block-columns are-vertically-aligned-top is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2012\/07\/space-6g_header_1400x788-1024x576.png\" alt=\"6G | Space - header illustration | AI head looking out into a mix of industry and communications icons\" class=\"wp-image-957522\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2012\/07\/space-6g_header_1400x788-1024x576.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2012\/07\/space-6g_header_1400x788-300x169.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2012\/07\/space-6g_header_1400x788-768x432.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2012\/07\/space-6g_header_1400x788-1066x600.png 1066w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2012\/07\/space-6g_header_1400x788-655x368.png 655w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2012\/07\/space-6g_header_1400x788-343x193.png 343w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2012\/07\/space-6g_header_1400x788-240x135.png 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2012\/07\/space-6g_header_1400x788-640x360.png 640w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2012\/07\/space-6g_header_1400x788-960x540.png 960w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2012\/07\/space-6g_header_1400x788-1280x720.png 1280w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2012\/07\/space-6g_header_1400x788.png 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"6g-space\">6G & Space<\/h4>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/08\/01_MSR_SIGCOMM_Data_Network_1400x788-1024x576.png\" alt=\"digital map showing global data network connectivity\" class=\"wp-image-501986\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/08\/01_MSR_SIGCOMM_Data_Network_1400x788-1024x576.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/08\/01_MSR_SIGCOMM_Data_Network_1400x788-300x169.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/08\/01_MSR_SIGCOMM_Data_Network_1400x788-768x432.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/08\/01_MSR_SIGCOMM_Data_Network_1400x788-1066x600.png 1066w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/08\/01_MSR_SIGCOMM_Data_Network_1400x788-655x368.png 655w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/08\/01_MSR_SIGCOMM_Data_Network_1400x788-343x193.png 343w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/08\/01_MSR_SIGCOMM_Data_Network_1400x788.png 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"networking-for-ai\">Networking for AI<\/h4>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"338\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/01\/cloud-security_600x338.jpg\" alt=\"conceptual cloud security image\" class=\"wp-image-812368\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/01\/cloud-security_600x338.jpg 600w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/01\/cloud-security_600x338-300x169.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/01\/cloud-security_600x338-343x193.jpg 343w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/01\/cloud-security_600x338-240x135.jpg 240w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"zero-trust-zero-management\">Zero Trust & Zero Management <\/h4>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"280\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/10\/MS_AI_Agriculture_DataVis_001-480-x-280.jpg\" alt=\"Photography depicts Microsoft's FarmBeats technology uses AI and IoT to help increase farm productivity.\" class=\"wp-image-509597\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/10\/MS_AI_Agriculture_DataVis_001-480-x-280.jpg 480w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/10\/MS_AI_Agriculture_DataVis_001-480-x-280-300x175.jpg 300w\" sizes=\"auto, (max-width: 480px) 100vw, 480px\" \/><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"networking-for-industry\">Networking for Industry<\/h4>\n<\/div>\n<\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<div class=\"wp-block-media-text has-vertical-margin-small  has-vertical-padding-none  is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/01\/NetSecurityGrp_Office365_1400x788-1024x576.jpg\" alt=\"a man using Microsoft PowerPoint on a laptop computer\" class=\"wp-image-815179 size-full\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/01\/NetSecurityGrp_Office365_1400x788-1024x576.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/01\/NetSecurityGrp_Office365_1400x788-300x169.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/01\/NetSecurityGrp_Office365_1400x788-768x432.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/01\/NetSecurityGrp_Office365_1400x788-1066x600.jpg 1066w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/01\/NetSecurityGrp_Office365_1400x788-655x368.jpg 655w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/01\/NetSecurityGrp_Office365_1400x788-343x193.jpg 343w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/01\/NetSecurityGrp_Office365_1400x788-240x135.jpg 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/01\/NetSecurityGrp_Office365_1400x788-640x360.jpg 640w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/01\/NetSecurityGrp_Office365_1400x788-960x540.jpg 960w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/01\/NetSecurityGrp_Office365_1400x788-1280x720.jpg 1280w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/01\/NetSecurityGrp_Office365_1400x788.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<h2 class=\"wp-block-heading\" id=\"our-impact\">Our impact<\/h2>\n\n\n\n<p>We strive to find a balance between long term research and product impact. You may know about our research from the papers we publish and the talks we give, but we also have a broad impact on Microsoft products, including:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Azure<\/li>\n\n\n\n<li>Bing<\/li>\n\n\n\n<li>Office 365<\/li>\n\n\n\n<li>Windows<\/li>\n\n\n\n<li>Xbox<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"our-impact\">Our impact<\/h2>\n\n\n\n<p>We&nbsp;strive to&nbsp;find a balance&nbsp;between long term research and product impact. You may know about our research&nbsp;from the papers we publish and the talks we give,&nbsp;but we also have a broad impact on Microsoft products, such as Azure, Windows, Xbox, Office 365, and Bing.<\/p>\n\n\n\n\n\n<p>Product group impact comes in many forms\u2014consultation, design wins, code transfer, people transfer etc. Here&nbsp;are some examples:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Microsoft\u2019s Remote Direct Memory Access Network<\/strong>\u2014enabled RDMA communication between data centers in a region. It significantly improved performance and reduced cost of Azure storage.<\/li>\n\n\n\n<li><strong>Microsoft\u2019s Wide Area Software Defined Network<\/strong>\u2014implements a centralized traffic engineering system that has led to an improvement of the inter-DC WAN bandwidth utilization from 40% to 90%+, thus saving us millions of dollars annually.<\/li>\n\n\n\n<li><strong>XBOX One Wireless Controller Protocol<\/strong>\u2014a high throughput, low latency, energy efficient Microsoft propriety protocol between the XBOX One console and controllers. It has won accolades of mainstream press as the best controller in the gaming marker.<\/li>\n\n\n\n<li><strong>Windows Azure Full-Bisection Bandwidth Datacenter Network<\/strong>\u2014hailed as one of the most significant recent advances in computer science, our design led to an 80x improvement in dollars\/Mbit\/sec over previous designs. It is now the architecture of choice for all of Microsoft\u2019s Datacenters. It enabled technologies like the highly scalable&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/azure.microsoft.com\/en-us\/blog\/windows-azures-flat-network-storage-and-2012-scalability-targets\/\" target=\"_blank\" rel=\"noopener noreferrer\">Windows Azure Flat Network Storage<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>.<\/li>\n\n\n\n<li><strong>Windows Azure Software Load Balancer<\/strong>\u2014reduced cost by a factor of 15 [$60K versus $1M] by removing dependence on expensive hardware load balancers and improved cloud manageability. This fully configurable load balancer is used by both Azure and Bing.<\/li>\n\n\n\n<li><strong>Windows Firmware TPM<\/strong>\u2014enabled Microsoft to offer the widely used&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"http:\/\/en.wikipedia.org\/wiki\/BitLocker_Drive_Encryption\" target=\"_blank\" rel=\"noopener noreferrer\">BitLocker<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> and&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"http:\/\/technet.microsoft.com\/en-us\/network\/dd420463.aspx\" target=\"_blank\" rel=\"noopener noreferrer\">DirectAccess<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;features and a new security feature, Virtual Smart Cards, in the Windows 8 RT and Windows 8 Phone.<\/li>\n\n\n\n<li><strong>XBOX Live Service Graphs<\/strong>\u2014reduced performance diagnostics in large-scale enterprise & Data Center networks from days to minutes helping meet customer SLAs. XBox Live is the first Microsoft cloud service to use this network performance diagnosis technology.<\/li>\n\n\n\n<li><strong>Windows Network Virtualization<\/strong>\u2014enabled Windows to provide seamless connectivity between Microsoft\u2019s Data Centers and customers\u2019 on-premise networks. Our design heavily influenced the Hyper V network virtualization feature that ships in Windows Server 2012.<\/li>\n\n\n\n<li><strong>Windows Virtual Wi-Fi<\/strong>\u2014enabled Windows features like range extension, concurrent corporate and guest access, and Internet gateway using a single Wi-Fi card. Before becoming a product, our prototype was downloaded several 100,000s times becoming the top three most popular MSR software download.<\/li>\n\n\n\n<li><strong>TCP for Data Center Networking<\/strong>\u2014improved performance of Data Centers networks without incurring cost for expensive hardware switches. It is implemented in our core networking stack and deployed in our Data Center properties.<\/li>\n<\/ul>\n\n\n\n\n\n<p>Visit&nbsp;<a href=\"http:\/\/www.microsoft.com\/iplicensing\" target=\"_blank\" rel=\"noreferrer noopener\">www.microsoft.com\/iplicensing<\/a>&nbsp;for licensing information.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"http:\/\/www.microsoft.com\/iplicensing\/productDetail.aspx?productTitle=Wireless%20(Wi-Fi)%20Hot%20Spot%20Network%20Access\" target=\"_blank\" rel=\"noreferrer noopener\">Wireless (Wi-Fi) Hot Spot Network Access<\/a>\u2014Package includes five technologies: Global Authentication; Network Admission; Traffic Gateway; Client Module and Policy Manager.<\/li>\n\n\n\n<li><a href=\"http:\/\/www.microsoft.com\/iplicensing\/productDetail.aspx?productTitle=Wi-Fi%20Location%20Detection%20(Locadio)\" target=\"_blank\" rel=\"noreferrer noopener\">Wi-Fi Location Determination<\/a>\u2014Technology to locate a wireless client by&nbsp;pattern matching the measured signal strength from multiple wireless access points against a database of previously collected signal strength.<\/li>\n\n\n\n<li><a href=\"http:\/\/www.microsoft.com\/iplicensing\/productDetail.aspx?productTitle=Cell2Notify\" target=\"_blank\" rel=\"noreferrer noopener\">Cellphone Power Management<\/a>\u2014Technology that leverages the cellular radio to wake-up the Wi-Fi radio on SmartPhones, Laptops, and NetBooks.<\/li>\n\n\n\n<li><strong>Virtual WiFi<\/strong>\u2014Technology that abstracts a single Wireless LAN card to appear as multiple virtual Wireless LAN cards to the user\/OS.<\/li>\n\n\n\n<li><strong>Mesh Connectivity<\/strong>\u2014Ad-hoc routing and link quality measurement for mesh networks as a loadable software driver.<\/li>\n\n\n\n<li><a href=\"http:\/\/www.microsoft.com\/iplicensing\/productDetail.aspx?productTitle=Undelivered%20or%20Delayed%20e-mail%20Notification%20System\" target=\"_blank\" rel=\"noreferrer noopener\">Undelivered or Delayed e-mail Notification System<\/a>\u2014An alerting technology for users when e-mails sent to them have been delayed or lost.<\/li>\n\n\n\n<li><a href=\"http:\/\/www.microsoft.com\/iplicensing\/productDetail.aspx?productTitle=High%20Performance%20Connectivity%20On%20Buses%20\" target=\"_blank\" rel=\"noreferrer noopener\">High Performance Internet Connectivity in Moving Vehicles<\/a>\u2014A set of protocols, algorithms, and mechanisms that enable moving clients to transmit data packets on the wireless link that offers the fastest delivery, which minimizes application traffic delays.<\/li>\n\n\n\n<li><a href=\"http:\/\/www.microsoft.com\/iplicensing\/productDetail.aspx?productTitle=Wi-Fi%20Hand-off%20to%20Diversified%20Base%20Stations\" target=\"_blank\" rel=\"noreferrer noopener\">Fast Wi-Fi Hand-off to Diversified Base Stations<\/a>\u2014Technology that opportunistically exploits base station diversity to minimize connection disruptions while supporting interactive applications for moving Wi-Fi enabled clients.<\/li>\n\n\n\n<li><strong>Smart Antenna<\/strong>\u2014Low-cost directional antenna technology designed for increasing the range, throughput, and consistency of 802.11 networks.<\/li>\n<\/ul>\n\n\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"archive\">Archive<\/h2>\n\n\n\n<p>While our focus is always forward-looking, we want to acknowledge the work and people that have propelled us to this point.<\/p>\n\n\n\n\n\n<h4 class=\"wp-block-heading\" id=\"postdoctoral-researchers\">Postdoctoral researchers<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Aakankha Chowdhery, PhD Stanford University (2013-15)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/mgh\/\">Monia Ghobadi,&nbsp;<\/a>PhD University of Toronto (2014-16)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.megwalraedsullivan.com\/\">Meg Walraed-Sullivan<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, PhD UC San Diego (2012-15)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/harliu\/\">Hongqiang Liu<\/a>, PhD Yale University (2014-16)<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"visiting-researchers\">Visiting researchers<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/pages.cs.wisc.edu\/~akella\/\">Aditya Akella<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Associate Professor, University of Wisconsin (Jan. \u2013 July 2014)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.ruf.rice.edu\/~lzhong\/\">Lin Zhong<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Associate Professor, Rice University (Jan. \u2013 Dec. 2012)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.cs.brown.edu\/~rfonseca\/\">Rodrigo Fonseca<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Assistant Professor, Brown University (Summer 2012)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.ece.wisc.edu\/~parmesh\/\">Parmesh Ramanathan<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Professor, University of Wisconsin (Summer 2010)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/people.ee.duke.edu\/~romit\/\">Romit Roy Choudhury<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Associate Professor, Duke University (Summer 2010)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.stanford.edu\/~balaji\/\">Balaji Prabhakar<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Professor, Stanford University (Summer 2009)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/cs-www.cs.yale.edu\/homes\/yry\/\">Yang (Richard) Yang<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Associate Professor, Yale University (Summer 2009)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.cs.princeton.edu\/~jrex\/\">Jennifer Rexford<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Professor, Princeton University (Summer 2009)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/engineering.purdue.edu\/~ychu\/\">Charlie Hu<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Professor, Purdue (Summer 2008)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/web.eecs.umich.edu\/~zmao\/\">Zhouqing Morley Mao<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Associate Professor, University of Michigan (Summer 2008)<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"other-members\">Other members<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Atul Adya, PhD MIT<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/rmc-stage\/~ranveer\/\">Ranveer Chandra<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Principal researcher, PhD Cornell University (2005-15)<\/li>\n\n\n\n<li>Ronnie Chaiken, Principal engineering manager, (now in Power BI Data Services) (2011-14)<\/li>\n\n\n\n<li>John Dunagan, PhD MIT<\/li>\n\n\n\n<li>Albert Greenberg, Distinguished engineer, PhD Univ. of Washington, (now in Azure Networking), (2007-10)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/rmc-stage\/~dmaltz\/\">David Maltz<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Partner dev manager, PhD CMU (now in Azure Networking) (2005-10)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/research.microsoft.com\/en-us\/um\/people\/timpaek\/\">Tim Paek<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Principal researcher \/ manager, PhD Stanford (now in&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/research.microsoft.com\/en-us\/groups\/isrc\/\">ISRC<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/rmc-stage\/~padmanab\/\">Venkat Padmanabhan<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Principal researcher, PhD UC Berkeley, (now in MSR India)<\/li>\n\n\n\n<li>Parveen Patel, Principal software engineering manager, MS Utah (now in Windows Azure)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.cs.utexas.edu\/~lili\/\">Lili Qiu<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Professor, Computer Science, University of Texas, Austin (2001-04)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/research.microsoft.com\/en-us\/people\/bzill\/\">Brian Zill<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Senior research SDE, MS Carnegie Mellon<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"phd-fellows\">PhD Fellows<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Pan Hu,&nbsp;U. Massachusetts&nbsp;Amherst (2015-17)<\/li>\n\n\n\n<li>Yibo Zhu, UC Santa Barbara (2015-17)<\/li>\n\n\n\n<li>Fadel Adib, MIT (2014-16)<\/li>\n\n\n\n<li>Ashish Patro, University of Wisconsin (2012-14)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/people.csail.mit.edu\/lenin\/\">Lenin Ravindranath Sivalingam<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, MIT (2010-2012)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/pages.cs.wisc.edu\/~shravan\/\">Shravan Rayanchu<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, University of Wisconsin (2009-11)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.eecs.harvard.edu\/~rohan\/Home.html\">Rohan Narayana Murty<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Harvard (2008-10)<\/li>\n\n\n\n<li>Aruna Balasubramanian, U. Massachusetts Amherst (2008-10)<\/li>\n\n\n\n<li>Karthik Lakshminarayanan, UC Berkeley (2005-07)<\/li>\n\n\n\n<li>Jinyang Li,&nbsp;MIT (2004-05)<\/li>\n\n\n\n<li>Qiang Huang, Princeton (2004-05)<\/li>\n\n\n\n<li>Magdelena Balazinska, MIT (2003-05)<\/li>\n\n\n\n<li>Ratul Mahajan, University of Washington (2003-05)<\/li>\n\n\n\n<li>Ranveer Chandra, Cornell (2002-05)<\/li>\n\n\n\n<li>David Andersen,&nbsp;MIT (2002-04)<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"interns\">Interns<\/h4>\n\n\n\n\n\n<ul class=\"wp-block-list\">\n<li>Omid Alipourfard, Brown University<\/li>\n\n\n\n<li>Kevin Boos, Rice University<\/li>\n\n\n\n<li>Bo Chen, Ohio State University<\/li>\n\n\n\n<li>Tiffany Chen, MIT<\/li>\n\n\n\n<li>Seyed Fayazbakhsh, CMU<\/li>\n\n\n\n<li>Jonas Fietz, EPFL<\/li>\n\n\n\n<li>Rohan Gandhi, Purdue University<\/li>\n\n\n\n<li>Petko Georgiev, U. Cambridge, U.K<\/li>\n\n\n\n<li>Shubham Jain, Rutgers<\/li>\n\n\n\n<li>Junchen Jiang, CMU<\/li>\n\n\n\n<li>Yao Lu, University of Washington<\/li>\n\n\n\n<li>Jon Mace, Brown University<\/li>\n\n\n\n<li>Matthaios Olma, EPFL<\/li>\n\n\n\n<li>Saman Naderiparizi, University of Washington<\/li>\n\n\n\n<li>Justin Paupore, University of Michigan<\/li>\n\n\n\n<li>Lalith Suresh Puthalath, TU-Berlin<\/li>\n\n\n\n<li>Rahul Saladi, University of Minnesota<\/li>\n\n\n\n<li>Lynn Salameh, University College London, U.K.<\/li>\n\n\n\n<li>Aleksander Vitorovic, EPFL<\/li>\n\n\n\n<li>Yang Wu, University of Pennsylvania<\/li>\n\n\n\n<li>Chao Xie, University of Texas Austin<\/li>\n\n\n\n<li>Haoyu Zhang, Princeton University<\/li>\n\n\n\n<li>Yongle Zhang, University of Toronto<\/li>\n\n\n\n<li>Hongze Zhao, Duke University<\/li>\n\n\n\n<li>Yibo Zhu, University of California Santa Barbara<\/li>\n\n\n\n<li>Danyang Zhuo, University of Washington<\/li>\n<\/ul>\n\n\n\n\n\n<ul class=\"wp-block-list\">\n<li>Abigail Atchison, Tahoma High School<\/li>\n\n\n\n<li>Anil Shanbhag, Massachusetts Institute of Technology<\/li>\n\n\n\n<li>Shivani Bahl, Lakeside School (now at Cornell University)<\/li>\n\n\n\n<li>Matt Calder, University of Southern California<\/li>\n\n\n\n<li>Chen Chen, ETH Zurich<\/li>\n\n\n\n<li>Kaifei Chen, University of California Berkeley<\/li>\n\n\n\n<li>Tony Ferrese, University of California Berkeley<\/li>\n\n\n\n<li>Peter Gao, University of California Berkeley<\/li>\n\n\n\n<li>Robert Grandl, University of Wisconsin Madison<\/li>\n\n\n\n<li>Kiryong Ha, Carnegie Mellon University<\/li>\n\n\n\n<li>Pan Hu, UMASS Amherst<\/li>\n\n\n\n<li>Ayush Kanodia, IIT Bombay<\/li>\n\n\n\n<li>Junaid Khalid, University of Washington Madison<\/li>\n\n\n\n<li>Rayman Preet Singh, University of Waterloo<\/li>\n\n\n\n<li>Daniel Ohene-Kwofie, University of Witwatersrand<\/li>\n\n\n\n<li>Qifan Pu, University of California Berkeley<\/li>\n\n\n\n<li>Delsey Sabu, Seattle Pacific University<\/li>\n\n\n\n<li>Haichen Shen, University of Washington<\/li>\n\n\n\n<li>Clay Shepard, Rice University<\/li>\n\n\n\n<li>Evangelia Skiani, Columbia University<\/li>\n\n\n\n<li>Raajay Viswanathan, University of Wisconsin Madison<\/li>\n\n\n\n<li>Tan Zhang, University of Wisconsin Madison<\/li>\n\n\n\n<li>Yibo Zhu, University of California Santa Barbara<\/li>\n<\/ul>\n\n\n\n\n\n<ul class=\"wp-block-list\">\n<li>Chen Chen, Carnegie Mellon University<\/li>\n\n\n\n<li>Yu-Han (&#8220;Tiffany&#8221;) Chen, Massachusetts Institute of Technology<\/li>\n\n\n\n<li>Lara Deek, University of California Santa Barbara<\/li>\n\n\n\n<li>Ilan Ari Fogel, University of California Los Angeles<\/li>\n\n\n\n<li>Rohan Gandhi, Purdue University<\/li>\n\n\n\n<li>Robert Grandl, University of Wisconsin Madison<\/li>\n\n\n\n<li>Cho-Yao Hong, University of Illinois Urbana Champaign<\/li>\n\n\n\n<li>Xin Jin, Princeton University<\/li>\n\n\n\n<li>Kyungmin (&#8220;Jason&#8221;) Lee, University of Michigan Ann Arbor<\/li>\n\n\n\n<li>Frank Li, Massachusetts Institute of Technology<\/li>\n\n\n\n<li>Robert LiKamWa, Rice University<\/li>\n\n\n\n<li>Ashish Patro, University of Wisconsin Madison<\/li>\n\n\n\n<li>Chunyi Peng, University of California Los Angeles<\/li>\n\n\n\n<li>Sergey Grizan, Russian Intern Program<\/li>\n\n\n\n<li>Anil Atmanand Shanbhag, Indian Institute of Technology Kanpur<\/li>\n\n\n\n<li>Clayton Shepard, Rice University<\/li>\n\n\n\n<li>Lixin Shi, Massachusetts Institute of Technology<\/li>\n\n\n\n<li>Ashish Vulimiri, University of Illinois Urbana Champaign<\/li>\n\n\n\n<li>Sangki Yun, University of Texas Austin<\/li>\n\n\n\n<li>Mariya Zheleva, University of California Santa Barbara<\/li>\n\n\n\n<li>Hongi (&#8220;James&#8221;) Zheng, Stanford University<\/li>\n\n\n\n<li>Yibo Zhu, University of Texas Austin<\/li>\n<\/ul>\n\n\n\n\n\n<ul class=\"wp-block-list\">\n<li>Aakanksha Chowdhery, Stanford University.<\/li>\n\n\n\n<li>ABM Musa, University of Illinois at Chicago.<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.linkedin.com\/in\/anandpiyer\">Anand Padmanabha Iyer<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, University of California, Berkeley.<\/li>\n\n\n\n<li>Chi-Yao Hong, University of Illinois at Chicago.<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/criederer.com\/\">Christopher Riederer<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Columbia University.<\/li>\n\n\n\n<li>Chun-Te Chun, University of Washington.<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.linkedin.com\/pub\/daehyeok-kim\/21\/970\/794\">Daehyeok Kim<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, University of Texas, Austin.<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.cs.berkeley.edu\/~gautamk\/\">Guatum Kumar<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, University of California, Berkeley.<\/li>\n\n\n\n<li>Hongqiang (Harry) Liu, Yale University.<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.cs.cmu.edu\/~hl\/\">Hyeontaek Lim<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Carnegie Mellon University.<\/li>\n\n\n\n<li>Luis D. Pedrosa, University of Southern California.<\/li>\n\n\n\n<li>Mikhail Rybalkin, Steklov Mathematical Institute.<\/li>\n\n\n\n<li>Parya Moinzadeh, University of Illinois, Urbana-Champaign.<\/li>\n\n\n\n<li>Peng Sun, Princeton University.<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/ssli.ee.washington.edu\/~rkiyer\/\">Rishabh Iyer<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, University of Washington.<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/roblkw.com\/\">Robert Likamwa<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Rice University.<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.cs.washington.edu\/homes\/syhan\/\">Seungyeop Han<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, University of Washington.<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www-users.cs.umn.edu\/~viadhi\/\">Vijay Adhikari<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, University of Minnesota.<\/li>\n\n\n\n<li>Virajith Jalaparti, University of Illinois, Urbana-Champaign.<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.cs.ucsb.edu\/~zengbin\/\">Zengbin Zhang<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, University of California at Santa Barbara.<\/li>\n<\/ul>\n\n\n\n\n\n<ul class=\"wp-block-list\">\n<li>Xuan Bao, Duke University<\/li>\n\n\n\n<li>Apurv Bhartia, University of Texas Austin<\/li>\n\n\n\n<li>Anuj Kumar, Carnegie Mellon University<\/li>\n\n\n\n<li>Patrick Colp, University of British Columbia<\/li>\n\n\n\n<li>Eduardo Cuervo Laffaye, Duke University<\/li>\n\n\n\n<li>Qingxi Li, University of Illinois Urbana Champaign<\/li>\n\n\n\n<li>Brent Longstaff, University of California Los Angeles<\/li>\n\n\n\n<li>Radhika Mittal, Indian Institute of Technology Kanpur<\/li>\n\n\n\n<li>Ardalan Amiri Sani, Rice University<\/li>\n\n\n\n<li>Lenin Ravindranath Sivalingam, Massachusetts Institute Technology<\/li>\n\n\n\n<li>Tingxin Yan, University of Massachusetts Amherst<\/li>\n\n\n\n<li>Xia Zhou, University of California Santa Barbara<\/li>\n<\/ul>\n\n\n\n\n\n<ul class=\"wp-block-list\">\n<li>Sara Alspaugh, University of California Berkeley<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.cs.washington.edu\/homes\/ckd\/\">Colin Dixon<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, University of Washington Seattle<\/li>\n\n\n\n<li>B. V. V. Sri Raj Dut, Indian Institute of Technology Kanpur<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.cs.washington.edu\/homes\/dhalperi\/\">Daniel Halperin<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, University of Wasington Seattle<\/li>\n\n\n\n<li>Srinivas Krishnan, Univ of North Carolina at Chapel Hill<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/cseweb.ucsd.edu\/~h8liu\/\">He Liu<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, University of California San Diego<\/li>\n\n\n\n<li>Justin Manweiler, Duke University<\/li>\n\n\n\n<li>George P. Nychis, Carnegie Mellon University<\/li>\n\n\n\n<li>Radhika Niranjan Mysore, University of California San Diego<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.eecs.umich.edu\/~zhiyunq\/\">Zhiyun Qian<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, University of Michigan<\/li>\n\n\n\n<li>Eric Rozner, University of Texas Austin<\/li>\n\n\n\n<li>Bo Tan, University of Illinois Urbana-Champaign<\/li>\n<\/ul>\n\n\n\n\n\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/pages.cs.wisc.edu\/~ashok\/\">Ashok Anand<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>,  University of Wisconsin<\/li>\n\n\n\n<li>Mohammad Reza Alizadeh Attar,  Stanford University<\/li>\n\n\n\n<li>Aruna Balasubramanian,  University of Massachusetts Amherst<\/li>\n\n\n\n<li>Dae-ki Cho, Graduate Student, University of California Los Angeles<\/li>\n\n\n\n<li>Hossein Falaki,  University of California Los Angeles<\/li>\n\n\n\n<li>Ang Li,  Duke University<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.eecs.harvard.edu\/~rohan\/Home.html\">Rohan Narayana Murty<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>,  Harvard University<\/li>\n\n\n\n<li>Radhika Niranjan Mysore,  University of California San Diego<\/li>\n\n\n\n<li>Anh M. Nguyen,  University of Illinois &#8211; Urbana Champaign<\/li>\n\n\n\n<li>George P. Nychis,  Carnegie Mellon University<\/li>\n\n\n\n<li>Ki-Woong Park,  KAIST<\/li>\n\n\n\n<li>Abhinav Pathak,  Purdue University<\/li>\n\n\n\n<li>Swapnil Patil,  Carnegie Mellon University<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/people.csail.mit.edu\/rahul\/\">Hariharan Rahul<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>,  Massachusetts Institute of Technology<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/pages.cs.wisc.edu\/~shravan\/\">Shravan Rayanchu<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>,  University of Wisconsin<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www1.cs.columbia.edu\/~reich\/\">Joshua Reich<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>,  Columbia University<\/li>\n\n\n\n<li>Alan C. Shieh,  Cornel University<\/li>\n\n\n\n<li>Janani Sriram, Dartmouth University<\/li>\n\n\n\n<li>Eeyore Wang,  Carnegie Mellon University<\/li>\n<\/ul>\n\n\n\n\n\n<ul class=\"wp-block-list\">\n<li>Nilanjan Banerjee, University of Massachusetts Amherst<\/li>\n\n\n\n<li>Mudit Jain, Indian Institute of Technology<\/li>\n\n\n\n<li>Zhichun Li, , Northwestern University<\/li>\n\n\n\n<li>Murtaza Motiwala, Georgia Institute of Technology<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/cseweb.ucsd.edu\/~pverkaik\/\">Patrick Verkaik<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, University of California San Diego<\/li>\n\n\n\n<li>Ying Zhang, University of Michigan<\/li>\n\n\n\n<li>Zheng Zhang, Purdue University<\/li>\n<\/ul>\n\n\n\n\n\n<ul class=\"wp-block-list\">\n<li>Aruna Balasubramanian, University of Massachusetts Amherst. Vehicular Wi-Fi networking<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.cs.ucr.edu\/~dhiman\/\">Dhiman Barman<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, University of California Riverside. IPTV management<\/li>\n\n\n\n<li>Xu Chen, University of Michigan. Dependency graph analysis in enterprise networks<\/li>\n\n\n\n<li>Brent Couvrette, Woodinville High School. Game bandwidth estimation<\/li>\n\n\n\n<li>Abhinav Jain, Indian Institute of Technology, Kanpur. Internet connectivity in Microsoft&#8217;s shuttle system.<\/li>\n\n\n\n<li>Vaishnav Janardhan, Columbia University. Datagram Congestion Control Protocol (DCCP) implementation on Windows.<\/li>\n\n\n\n<li>YongChul Kwon, University of Washington. Measuring and monitoring tools in Windows Live platform.<\/li>\n\n\n\n<li>YonugKi Lee, Korea Advanced Institute for Science & Technology (KAIST). Game topological analysis<\/li>\n\n\n\n<li>Lindsey Poole, Princeton University. Netdiff for ISP performance comparison<\/li>\n\n\n\n<li>Ramya Raghavendra, University of California San Diego<\/li>\n\n\n\n<li>Nilendu Sekhar, Indian Institute of Technology Kanpur. Enterprise network management<\/li>\n<\/ul>\n\n\n\n\n\n<ul class=\"wp-block-list\">\n<li>Francisco Alvarez Cavazos, ITESM &#8211; Monterrey, Mexico.<\/li>\n\n\n\n<li>Krishna Ramachandran,  University of California Santa Barbara. Enabling group communications in wireless mesh networks<\/li>\n\n\n\n<li>Lun Li,  California Institute of Technolog. Generalizing fault detection in enterprise networked applications<\/li>\n\n\n\n<li>Nikitas Liogkas,  University of California Los Angeles. Self-diagnosing faults in web browsers<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.eecs.harvard.edu\/~rohan\/\">Rohan Murty<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>,  Harvard University. Providing wireless access point functionality using desktop machines<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/nms.lcs.mit.edu\/~kandula\">Srikanth Kandula<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>,  Massachusetts Institute of Technology. Diagnosing faults in enterprise networks<\/li>\n\n\n\n<li>Tulika Garg, Undergraduate, Indian Institute of Technology, Roorkie. Implementing the Mesh Connectivity Layer (MCL) in QualNet<\/li>\n\n\n\n<li>Vladimir Brik,  University of Wisconsin. Self-diagnosing network faults in WiFi clients<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.synergylabs.org\/yuvraj\/\">Yuvraj Agarwal<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, University of California San Diego.<\/li>\n<\/ul>\n\n\n\n\n\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.cs.uic.edu\/bin\/view\/Jakob\/WebHome\">Jakob Eriksson<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, University of California Riverside. All-wireless offices.<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/marydilip.info\/\">Dilip Antony Joseph<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, University of California Berkeley. Email reliability<\/li>\n<\/ul>\n\n\n\n\n\n<ul class=\"wp-block-list\">\n<li>Manish Anand, University of Michigan. Comparison study of 802.11 and 802.16<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.cs.cornell.edu\/people\/ranveer\">Ranveer Chandra<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Cornell University. Fault diagnosis in infrastructure wireless networks.<\/li>\n\n\n\n<li>Pradeep Kyasanur, University of Illinois, Urbana Champion. Enhancing wireless mesh networks by using a separate control channel.<\/li>\n\n\n\n<li>Ananth Rajagopala-Rao, University of California, Berkeley.<\/li>\n\n\n\n<li>Sriram Ramabhadran, University of California, San Diego. Internet measurement<\/li>\n\n\n\n<li>Sreedhar Veeravalli, Undergraduate, Indian Institute of Technology, India. Worked on TCPScope, a tool to analyze performance of TCP flows.<\/li>\n\n\n\n<li>Can Vuran, Ph.D. Candidate, Georgia Tech. Worked on measurements of directional antennas.<\/li>\n<\/ul>\n\n\n\n\n\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www-2.cs.cmu.edu\/~ashu\/\">Ashwin Baharambe<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Carnegie Mellon University. Internet gaming<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.cs.cornell.edu\/people\/ranveer\">Ranveer Chandra<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Cornell University. Native WiFi and fault diagnosis in infrastructure wireless networks<\/li>\n\n\n\n<li>Dejan Kostic, Duke University. Light-weight distributed failure notifications (Fuse)<\/li>\n\n\n\n<li>Ananth Rajagopala-Rao, University of California, Berkeley. Trouble-shooting wireless mesh networks<\/li>\n\n\n\n<li>Amit Saha, Rice University. Developing tools for measuring corporate wireless networks<\/li>\n\n\n\n<li>Maneesh Varshney, University of California, Los Angeles. Neighbor location determination and MAC with directional antennas<\/li>\n<\/ul>\n\n\n\n\n\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.cs.cornell.edu\/people\/ranveer\/\">Ranveer Chandra<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Cornell University. MultiNet and placement of Internet TAPs in wireless mesh networks<\/li>\n\n\n\n<li>Kyle Jamieson, Massachusetts Institute of Technology. Bandwidth Sharing in Neighborhood Meshes<\/li>\n\n\n\n<li>Karthik Lakshminarayanan<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.cs.berkeley.edu\/~karthik\">,<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> University of California, Berkeley. Worked on measurement of broadband networks<\/li>\n<\/ul>\n\n\n\n\n\n<ul class=\"wp-block-list\">\n<li>Eugene Shih, Massachusetts Institute of Technology. Hardware and systems aspects of the Universal Communicator.<\/li>\n\n\n\n<li>Kunwadee Sripanidulchai, Carnegie Mellon University. Peer-to-peer system for sharing Web content and on-demand streaming media content<\/li>\n<\/ul>\n\n\n\n\n\n<ul class=\"wp-block-list\">\n<li>Anand Balachandran, University of California San Diego.<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.cs.cornell.edu\/lili\/ll.html\">Li Li<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Cornell University. Power conserving algorithms in ad hoc sensor networks<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/nms.lcs.mit.edu\/~aklmiu\/\">Allen Miu<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Massachusetts Institute of Technology\nMobility management within The CHOICE Network and its deployment.<\/li>\n\n\n\n<li>Shoamin Wang, Massachusetts Institute of Technology.\nWorked on Location Determination (WISH) and <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.swiss.ai.mit.edu\/projects\/icampus\/projects\/studiomit.html\">StudioMIT<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<\/ul>\n\n\n\n\n\n\n\n<p>We work with academic institutions in a&nbsp;number of different ways. We sponsor a number of ACM and IEEE conferences; our researchers serve on&nbsp;steering and program committees of&nbsp;academic conferences and workshops;&nbsp;we serve&nbsp;on editorial boards of prestigious journals; via the Hawaii Academic outreach program, we support mobile computing courses and research at several universities; we invite&nbsp;colleagues from academia&nbsp;to visit us and we&nbsp;host events that provide a&nbsp;forum to&nbsp;brainstorm about new research.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"founded-co-founded\">Founded \/ co-founded<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>SIGMOBILE&nbsp;(1997)<\/li>\n\n\n\n<li>MC2R &#8211;&nbsp;Mobile Computing and Communications Review&nbsp;(1997)<\/li>\n\n\n\n<li>MobiSys &#8211; International Conference on Mobile Systems, Applications, and Services&nbsp;(2003)<\/li>\n\n\n\n<li>CoRoNet &#8211; Workshop on Cognitive Wireless Networking (2009)<\/li>\n\n\n\n<li>MCS &#8211; International Workshop on Mobile Cloud Computing and Services&nbsp;(2010)<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"brainstorming-events\">Brainstorming events<\/h4>\n\n\n\n<p>For a number of years, we have organized &#8216;mindswap&#8217; events between researchers from industry, academia, and government. These events enabled open discussions on important research topics and the challenges ahead.&nbsp;For the benefit of the community, any videos and presentation slides from these talks are available on the event\u2019s web site. Events included:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>New Results in Networking Research, Redmond, WA (Dec. 5, 2013)<\/li>\n\n\n\n<li>New Directions in Wireless Systems Design, Redmond, WA (May 30, 2013)<\/li>\n\n\n\n<li>New Directions in Networked Systems Design. Redmond, WA (October 31, 2012)<\/li>\n\n\n\n<li>Data Analytics and the Networks that Enable Them, Woodinville, WA (June 18-19, 2012)<\/li>\n\n\n\n<li>Mobile + Cloud, Westin Hotel, Bellevue, WA (June 2-3, 2010)<\/li>\n\n\n\n<li>Cognitive Wireless Networking, Salish Lodge, Snoqualmie, WA (June 5-6, 2008)<\/li>\n\n\n\n<li>High Speed TCP , Redmond, WA (February 5-6, 2007)<\/li>\n\n\n\n<li>Research and Practice in Corporate\/Campus Networks&nbsp;Snoqualmie, WA (June 1-2, 2006)<\/li>\n\n\n\n<li>Wireless Networking: Goa, India (April 7-8, 2006)<\/li>\n\n\n\n<li>Self Managing Networks, Kirkland, WA (Jun 1-2, 2005)<\/li>\n\n\n\n<li>Mesh Networking: Snoqualmie, WA (Press Report)&nbsp;(June 23-24, 2004)<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"conference-support-and-service\">Conference support and service<\/h4>\n\n\n\n<p>We have consistently supported conferences on mobile systems, including MobiCom, HotMobile, S3, MobiSys, HotNets, SIGCOMM, DySPAN, NSDI, etc. For example, we&#8217;ve served as program chairs, on editorial boards, as information directors, and on steering committees for many of these conferences since 2011.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"project-hawaii-academic-partners-2010-11\">Project Hawaii academic partners (2010-11)<\/h4>\n\n\n\n<p><strong>Fall 2011<\/strong>: Cambridge University, University of North Carolina, Purdue University, University of Michigan, Michigan State University, Singapore Management University School of Information Systems, Egypt-Japan University of Science and Technology, Virginia Tech University, University of South Carolina, Old Dominion University, Clemson University, Temple University, University of Utah, University of Wisconsin-Madison, University of Arkansas, University of Oregon<\/p>\n\n\n\n<p><strong>Spring 2011<\/strong>: University College London, Stanford University, Duke University, University of Arkansas, University of Minnesota, University of Illinois at Urbana-Champaign, New York University, University of Massachusetts Lowell, Stony Brook University, University of Houston, University of California Santa Barbara, Ohio State University, Temple University, Purdue University, University of California Santa Barbara, University of Leipzig, Germany, Indiana University, Purdue University, Pontificia Universidade Catolica, Brasil, University of Goettingen, University of Washington<\/p>\n\n\n\n<p><strong>Fall 2010<\/strong>: Singapore Management University School of Information Systems, University of Michigan, University of Maryland, University of Arkansas, University of California at Santa Barbara, Michigan State University.<\/p>\n\n\n\n<p><strong>Spring 2010<\/strong>: University of Southern California, University of Wisconsin Madison, Duke University<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"research-center-memberships\">Research center memberships<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/wireless.csail.mit.edu\/\">The Wireless Center at MIT<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;(2012 \u2013 )<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/cns.ucsd.edu\/\">UCSD\u2019s Center for Networked Systems<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;(2012 -)<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"research-support\">Research support<\/h4>\n\n\n\n<p>In addition to Project Hawaii support, and&nbsp;an extensive University Relations Program&nbsp;dedicated to funding research at universities, we also occasionally support faculty research in areas of our interests. Examples of institutes MCRC Researchers have supported in the past include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>University College London (Prof. Brad Karp, 2010)<\/li>\n\n\n\n<li>Duke University (Prof. Romit Roy, 2009)<\/li>\n\n\n\n<li>USC (Prof. Ramesh Govindan, 2009)<\/li>\n\n\n\n<li>Harvard University (Prof. Matt Welsh, 2008)<\/li>\n\n\n\n<li>University of Toronto (Prof. Yashar Ganjali, 2010; Prof. Stefan Saroiu, 2007)<\/li>\n\n\n\n<li>Princeton University (Prof. vivek Pai, 2007)<\/li>\n\n\n\n<li>UCLA (Prof. Todd Millstein, 2008)<\/li>\n\n\n\n<li>MIT (Prof. Dina Katabi)<\/li>\n\n\n\n<li>International Computer Science Institute Berkeley (Prof. Scott Shenker)<\/li>\n\n\n\n<li>UCSD (Prof. Geoff Voelker)<\/li>\n\n\n\n<li>CMU (Prof. Peter Steenkiste, 2010; Prof. Srini Seshan)<\/li>\n\n\n\n<li>Columbia (Prof. Dan Rubensteini & Prof. Vishal Misra)<\/li>\n\n\n\n<li>Texas A&M University (Prof. Nitin Vaidya)<\/li>\n\n\n\n<li>University of California Berkeley<\/li>\n\n\n\n<li>University of Maryland, College Park (Prof. William Arbaugh)<\/li>\n\n\n\n<li>UT Austin (Prof. Lili Qiu)<\/li>\n\n\n\n<li>University of Wisconsin-Madison (Prof. Suman Banerjee)<\/li>\n\n\n\n<li>Rice (Prof. Ed. Knightly, 2010; Prof. T. S. Eugene Ng, 2007)<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"distinguished-guests\">Distinguished guests<\/h4>\n\n\n\n<p>Our annual Microsoft Research Faculty Summit in Redmond offered us a unique opportunity to mingle with researchers in academia. Over the years, we have had the pleasure of hosting several distinguished researchers. Here is a partial list of some who have visited us:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Rodrigo Fonseca, Brown University<\/li>\n\n\n\n<li>Lin Zhong, Rice University<\/li>\n\n\n\n<li>Rajesh Balan, Singapore Management University<\/li>\n\n\n\n<li>Romit Roy, Duke University<\/li>\n\n\n\n<li>Ramesh Govindan, University of Southern California<\/li>\n\n\n\n<li>Suman Banerjee, Wisconsin University Madison<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ratul\/\">Ratul<\/a>&nbsp;elevated to ACM Distinguished Scientist (Nov. 19, 2015)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/cuervo\/\">Eduardo Cuervo<\/a>&nbsp;joins MNR as Senior Research Software Development Engineer (Nov. 16, 2015)<\/li>\n\n\n\n<li>29 students join MNR for summer internship (June 30, 2015)<\/li>\n\n\n\n<li>We won the MobiSys&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/sigmobile.org\/mobisys\/2015\/program.php\">015 Best Paper Award<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;(May 19, 2015)<\/li>\n\n\n\n<li>Ronnie joins&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/enterprise.microsoft.com\/en-us\/\">Cloud & Enterprise<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;as Software Engineering Manager of&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/powerbi.microsoft.com\/en-us\/\">Power BI<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;(March 20, 2015)<\/li>\n\n\n\n<li>Albert receives the 2015 IEEE Koji Kobayashi Computers and Communications Award<\/li>\n\n\n\n<li>Jitu&nbsp;elevated to ACM Distinguished Scientist<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.bawakayi.com\/davidchu\/\">David&nbsp;<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>will serve as the&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/hotmobile.org\/2016\/index.php?id=org\">General Chair of HotMobile 2016<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;(Feb 15, 2015)<\/li>\n\n\n\n<li>Seven MNR&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/www.usenix.org\/conferences\/best-papers\">papers accepted at NSDI 2015<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;(twelve Microsoft papers accepted) (Feb 1, 2015)<\/li>\n\n\n\n<li>Ming promoted to Senior Researcher (Sept 1, 2014)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ratul\/\">Ratul&nbsp;<\/a>& Ranveer promoted to Principal Researcher (Sept 1, 2014)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/event\/spectrum-observatory-thinktank\/\">MSR\u2019s Spectrum Observatory Thinktank Event<\/a>&nbsp;(August 6, 2014)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ratul\/\">Ratul&nbsp;<\/a>receives the&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.sigcomm.org\/awards\/test-of-time-paper-award\">SIGCOMM 2014 Test of Time Paper Award<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;(July 8, 2014)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/harliu\/\">Hongqiang (\u201cHarry\u201d) Liu<\/a>&nbsp;joins MNR as a PostDoc Researcher (July 7, 2014)<\/li>\n\n\n\n<li>George receives the&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.sigcomm.org\/awards\/sigcomm-awards\">SIGCOMM Award for Lifetime Contributions<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;(July 3, 2014)<\/li>\n\n\n\n<li>Albert Greenberg receives the&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.ieee.org\/about\/awards\/bios\/kobayashi_recipients.html\">2015 IEEE Koji Kobayashi Computers and Communications Award<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;(June 22, 2014)<\/li>\n\n\n\n<li>Seven papers accepted in&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/sigcomm.org\/ccr\/papers\/2014\">SIGCOMM 2014<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;(May 1, 2014)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/padhye\/\">Jitu&nbsp;<\/a>to serve as SIGCOMM 2015 Chair (April 29, 2014)<\/li>\n\n\n\n<li>MNR Symposium: New Results in Networking Research&nbsp;(Dec. 5, 2013)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.megwalraedsullivan.com\/\">Meg Walraed-Sullivan<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;joins MNR as a PostDoc Researcher (Nov. 14, 2013)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/video\/victor-bahls-sigmobile-2013-outstanding-contributions-award-talk\/\">Victor\u2019s SIGMOBILE 2013 OCA Award Talk<\/a>&nbsp;(October 21, 2013)<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.princeton.edu\/~ac23\/\">Aakanksha Chowdhery<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;joins MNR as a PostDoc Researcher (Oct. 7, 2013)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ga\/\">Ganesh Ananthanarayanan<\/a>&nbsp;joins MNR (Sept. 9, 2013)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ratul\/\">Ratul&nbsp;<\/a>to serve as PC Co-Chair of&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/www.usenix.org\/conference\/nsdi14\/symposium-organizers\">NSDI 2014<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;(April 2-4, 2014)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/video\/hosting-blazing-fast-services-from-1-core-to-1m-cores\/\">Hosting Blazing Fast Services: From 1 Core to 1M Cores<\/a>&nbsp;(July 15, 2013)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/researcher-varghese-captures-ieee-kobayashi-award\/\">George receives the 2014 IEEE Koji Kobayashi Award<\/a>&nbsp;(July 2, 2013)<\/li>\n\n\n\n<li>We won the&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/na01.safelinks.protection.outlook.com\/?url=http%3a%2f%2fsigmobile.org%2fawards%2fmobisysbestpaper.html&data=02%7c01%7cv-loston%40microsoft.com%7cd31a9a18eb2645ed32e708d3d76bd3bc%7c72f988bf86f141af91ab2d7cd011db47%7c1%7c0%7c636088830525200972&sdata=NU%2bLRtm8sF91ftWHJmS%2bB007jE5%2f2G6n%2fcInJx1KDQ4%3d\">MobiSys 2013 Best Paper Award&nbsp;<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>(June 27, 2013)<\/li>\n\n\n\n<li>New Directions in Wireless Systems Design&nbsp;(May 30, 2013)<\/li>\n\n\n\n<li>Three papers accepted in&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.ubicomp.org\/ubicomp2013\/\">UbiComm 2013<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;(May 8, 2013)<\/li>\n\n\n\n<li>Seven papers accepted in&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/sigcomm.org\/ccr\/papers\/2013\">SIGCOMM 2013&nbsp;<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>(April 26, 2013)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/bahl\/\">Victor Bahl&nbsp;<\/a>receives the&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/sigmobile.org\/awards\/oca.html\">2013 SIGMOBILE Outstanding Contributions Award<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;(April 12, 2013)<\/li>\n\n\n\n<li>Three papers accepted in&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/sigmobile.org\/mobisys\/2013\/program.php\">MobiSys 2013&nbsp;<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>(March 10, 2013)<\/li>\n\n\n\n<li>Check out our contributions to Windows 8, Windows Phone 8&nbsp;(Oct. 29, 2012) (See the \u201cProduct Contributions\u201d tab below)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/event\/new-directions-networked-systems-design\/\">New Directions in Networked Systems Design&nbsp;(Oct. 31, 2012)<\/a><\/li>\n<\/ul>\n\n\n\n\n\n<p><\/p>\n\n\n","protected":false},"excerpt":{"rendered":"<p>The Networking Research Group focuses on basic and applied research in all areas related to networked systems, mobile computing, sensing, and Internet of Things. Researchers build proof-of-concept systems, engage with academia, publish scientific papers, publish software for the research community, and transfer cutting-edge technologies to Microsoft\u2019s product groups.<\/p>\n","protected":false},"featured_media":501986,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr_group_start":"","footnotes":""},"research-area":[13547],"msr-group-type":[243694],"msr-locale":[268875],"msr-impact-theme":[],"class_list":["post-144899","msr-group","type-msr-group","status-publish","has-post-thumbnail","hentry","msr-research-area-systems-and-networking","msr-group-type-group","msr-locale-en_us"],"msr_group_start":"","msr_detailed_description":"","msr_further_details":"","msr_hero_images":[],"msr_research_lab":[199565],"related-researchers":[{"type":"user_nicename","display_name":"Ganesh Ananthanarayanan","user_id":31834,"people_section":"Group Members","alias":"ga"},{"type":"user_nicename","display_name":"Behnaz Arzani","user_id":37320,"people_section":"Group Members","alias":"bearzani"},{"type":"user_nicename","display_name":"Sujata Banerjee","user_id":43911,"people_section":"Group Members","alias":"sujbanerjee"},{"type":"user_nicename","display_name":"Ryan Beckett","user_id":37775,"people_section":"Group Members","alias":"rybecket"},{"type":"user_nicename","display_name":"Krishna Chintalapudi","user_id":32577,"people_section":"Group Members","alias":"krchinta"},{"type":"user_nicename","display_name":"Kevin Hsieh","user_id":39459,"people_section":"Group Members","alias":"kevhsieh"},{"type":"user_nicename","display_name":"Suraj Jog","user_id":42642,"people_section":"Group Members","alias":"surajjog"},{"type":"user_nicename","display_name":"Siva Kesava Reddy Kakarla","user_id":42540,"people_section":"Group 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Themes","content":"Our research is focused on the following four broad themes. Each\u00a0theme has numerous projects, and some projects span multiple themes. A partial list of current and past projects is available.\r\n\r\n<strong>Network Verification<\/strong>\r\n\r\nAs we move from software on disk (e.g., Office) to Software-as-a-service delivered over the network (e.g., Ofice365) it is imperative that network down times not diminish service availability. Network verification seeks to guarantee correct operation of our data center and core networks by leveraging work in formal methods for programs. Despite the presence of cables and routers, a network can be viewed abstractly as a \u201cprogram\u201d that takes packets from the input edges of the network and outputs packets to the output edge.\r\n\r\nThis leads to a broad research agenda: building tools that are the equivalents of testers, static checkers, and compilers for Microsoft networks.\u00a0 New research is required because differences in the networking domain require rethinking classical verification tools (e.g., model checking, symbolic testing) to produce new concepts. At MSR, we have built four tools including SecGuru (used operationally within Azure), NetSonar (aspects of which are in Autopilot), Batfish (which can predict the effect of routing configuration changes), and Network Optimized Datalog (which can check reachability across firewalls and load balancers). This is joint work\u00a0between the MNR and RiSE groups, various network product teams, and external researchers in Stanford and UCLA.\r\n\r\nIn ongoing work, we are 1) improving the scalability of reachability checks by leveraging symmetries in data center topologies; 2) improving the speed of configuration change analysis by decomposing and modularizing the analysis logic into smaller chunks; and 3) proving correctness under all topologies and route announcements through symbolic execution of configurations.\r\n\r\n<b>Technology Policy<\/b>\r\n\r\nPublic communications networks, such as those delivering mobile and wired broadband Internet access to homes and businesses, are typically subject to a high degree of regulatory oversight. Consequently, the policies that national governments enact have a big impact on how our customers experience our products, influencing how fast and available their connections are and how much they cost.\r\n\r\nMNR technology policy efforts give researchers a clear understanding of policy perspectives, opportunities and constraints, and in coordination with LCA, bring world-leading technical knowledge into the policy-making arena. Examples of focus areas for MNR technology policy include rules for use of wireless radio frequencies (spectrum), and rules protecting networked services (such as O365, Bing, Skype and other Microsoft products) from being impaired by network operators (network neutrality).\r\n<ul>\r\n \t<li><b>Spectrum<\/b>: Every Windows device now relies on some form of wireless connectivity, and many \u2013 such as the HoloLens, Band, and most Surfaces \u2013 assume the availability of connections based on Wi-Fi or Bluetooth protocols. These protocols are built to work on \u201cunlicensed\u201d spectrum bands \u2013 frequencies that can be freely used without requiring permission or payment, as long as the device shares the spectrum appropriately with other users. MNR work develops novel sharing techniques and future applications of both unlicensed and licensed spectrum bands, supporting LCA advocacy for allocation of new bands to such purposes. It also informs regulatory efforts to ensure appropriate sharing of unlicensed bands.<\/li>\r\n \t<li><b>Network neutrality: <\/b>Every Microsoft service ultimately relies on a network operator to connect to the customer. In most countries, the communications regulatory framework remains rooted in a legacy industry model of services provided directly by network operators. The evolving model of network-independent services, like ours, delivered \u201cover the top\u201d of operator networks, is motivating a transition to new rules to address questions such as whether networks may impair or charge over-the-top service providers, whether and how such \u201cover-the-top\u201d services should be regulated, and the extent to which network operators should be deregulated. MNR work focuses on the impact that evolving network architecture has on the need for new rules as well as the creation of partnership opportunities with network operators.<\/li>\r\n<\/ul>\r\n<strong>Optical Networking<\/strong>\r\n\r\nDesign and operations of today\u2019s networks decouples the physical layer from higher layers---to higher layers everything is an Ethernet port, irrespective of the physical media underneath. This decoupling makes it hard to diagnose failures, manage risk (e.g., multiple IP-level links may traverse the same physical media), debug degradation of packet delivery (e.g., corruption), or modulate transmission speed based on physical layer characteristics. The decoupling may have made sense in a world with diverse physical layers, but with the convergence of the physical layer to optics, we believe it is time to revisit it.\r\n\r\nWe are pursuing two threads of research. First, we are developing techniques to characterize the physical layer and correlate its performance to that of packet delivery. To enable this analysis, we are mining optical data from Microsoft\u2019s wide area network (WAN) and data center networks. Our analysis is uncovering key insights such as fibers cuts are not the leading cause of WAN faults (equipment failures are), the level of optical power overprovisioning in WANs is such that data transmission speeds can be safely increased by over a third, and low receive power is a common cause of packet corruption inside data centers.\r\n\r\nSecond, we are exploring radical cross-layer network designs. For the data center, we are focusing on free-space optics and the use of DMDs (digital micromirror devices, which are pervasive in projectors today) as the basis for a completely flat interconnect with high fanout and fast (10 microsecond) switching. For WANs, we are focusing on cross-layer traffic engineering, that is, a system that jointly and dynamically decides the routing of wavelengths and packets. Since commodity hardware does not enable us to prototype such ideas, we are also developing an FPGA-based platform for programmable optical transceivers.\r\n\r\n<strong>RDMA in Large Scale Data Center Networks<\/strong>\r\n\r\nModern datacenter applications demand high throughput (over 40Gbps) and ultra-low latency (less than 10 microseconds) from the network. At the same time, the brutal economics of the cloud services market dictates that CPU overhead should be minimized. Standard TCP\/IP stacks cannot meet these requirements: e.g. the single hop latency of a production TCP stack can be over 15 microseconds, and to saturate a 40Gbps link, the stack can consume 15-20% CPU cycles. Remote Direct Memory Access (RDMA) can provide low latency, and high throughput by bypassing the host networking stack for data transfer operations. On IP-routed datacenter networks, RDMA is deployed using RoCEv2 protocol, which relies on Priority-based Flow Control (PFC) to enable a lossless (i.e. no congestion drops) network.\r\n\r\nHowever, PFC can lead to poor application performance due to problems like head-of-line blocking and unfairness. To alleviates these problems, we have designed DCQCN, an end-to-end congestion control scheme for RoCEv2. To optimize DCQCN performance, we build a fluid model, and provide guidelines for tuning switch buffer thresholds, and other protocol parameters. Our experiments show that that DCQCN dramatically improves throughput and fairness of RoCEv2 RDMA traffic. DCQCN is implemented in Mellanox NICs, and is being deployed in Microsoft\u2019s datacenters.\r\n\r\nTIMELY, a protocol put forth by Google is a parallel effort to DCQCN. It aims to solve the same problem, but uses delay as a congestion signal (like TCP Vegas).\r\n\r\nAnother way to think about DCQCN and TIMELY is that these congestion control algorithms represent a new design point in the age-old tussle between fast response and stability. They rely on PFC to offer fast response (i.e. avoid packet drops) to short-term congestion, while relying on conventional, (ECN or delay-based) based congestion control to provide long-term stability.\r\n\r\n[accordion]\r\n\r\n[panel header=\"Old\"]\r\n\r\n<b>Datacenter Networking &amp; Performance Optimization of Cloud Services<\/b>\r\nWe are pursuing a multi-year cross-lab research program that focuses on producing the next generation data center networking and services. We are experimenting with radical new designs in network architecture, programming abstractions, and performance management tools. We care about inexpensive future-proof networking inside the data centers, between globally distributed data centers and to the data centers. Our research includes several projects the cut across various systems and networking research areas that are being pursued in collaboration with Microsoft's Global Foundation Services Team, Windows Azure Team, Bing Team, and the Management Solutions Division.\r\n\r\n<b>Mobile Computing &amp; Software Services<\/b>\r\nWe are pursuing a variety of mobility-related projects: studying how the cloud can enhance the user experience on mobile devices (<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/project-hawaii\/\">HAWAII<\/a>); understanding how people use smartphones and the performance characteristics of 3G networks (<a href=\"http:\/\/rmc-stage\/en-us\/events\/mcs2010\/xu.pdf\">3GTest<\/a> &amp; Diversity Studies); building systems to enhance smartphone performance, functionality, and battery lifetime using code offload (<a href=\"http:\/\/rmc-stage\/en-us\/projects\/maui\/default.aspx\">MAUI<\/a>); building infrastructure to enable mobile social applications (<a href=\"http:\/\/rmc-stage\/apps\/pubs\/default.aspx?id=118633\">Virtual Compass<\/a>); and enhancing mobile device sensors by making their sensor readings trustworthy. In the software services arena, we are pursuing a variety of systems to simplify building scalable and geo-distributed services (<a href=\"http:\/\/rmc-stage\/apps\/pubs\/default.aspx?id=70628\">PRS\/Centrifuge<\/a>, Volley, and Stout). Another area of emphasis is home networks, where we are pursuing network diagnosis services for the home (<a href=\"http:\/\/rmc-stage\/en-us\/news\/features\/netmedic-011910.aspx\">NetMedic &amp; NetClinic<\/a>), as well as new services and abstractions for easily building networked applications for the home (<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/homeos-enabling-smarter-homes-for-everyone\/\">HomeOS<\/a>).\r\n\r\n<strong><b>Continuous Hands-free Mobile Interaction<\/b>\r\n<\/strong>When combined with high-resolution touch-enabled displays, web access has proven a killer application. Playing games, reading the news or watching YouTube can capture the attention of users for extended periods many times a day. However, if the user has limited attention or the relevant tasks are short and happen many times an hour, e.g., making an appointment, adding a song to a playlist or checking on a bus, pulling the phone out of your pocket for an immersive experience is cumbersome. The newly launched Continuous Mobile Interaction project is developing usages, devices and systems to make such lightweight but frequent actions easy to do. Current efforts are along several directions. (a) an always-available speech accessory, and (b) developer support for natural-language interaction (c) platform for multi-modal interaction in moving vehicles, and (d) an always-on\u00a0visual cognition engine\r\n\r\n<b>Cognitive Wireless Networking<\/b>\r\nThe next generation of wireless networks will include software defined radios, cognitive radios, and multi-radio systems which will co-exist harmoniously while operating over a very wide range of frequencies. We are revisiting \"classical\" wireless networking problems and designing new solutions that incorporate and build upon recent advances in software and hardware technologies. Of interest lately has been our research solutions to problems in white space networking (the <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/networking-over-white-spaces-knows\/\">KNOWS<\/a> project). We are working with ploicy makers, business units and acdemia to address the societal needs for providing inexpensive broadband connectivity everywhere.\r\n\r\n<b>Enterprise Network Management &amp; Services<\/b>\r\nWe are pursuing several different projects in this area. In particular, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/nethealth\/\">NetHealth<\/a> is a network management research program in which end-hosts cooperatively detect, diagnose, and recover from network faults. Unlike existing products we take a end-host centric approach to gathering, aggregating, and analyzing data at all layers of the networking stack for determining the root cause of the problems. NetHealth includes several on-going projects in the wireless and wired space that are being pursued in collaboration with Microsoft\u2019s Management Solutions Division and Microsoft's Unified Communications Group.\r\n\r\n[\/panel]\r\n\r\n[\/accordion]"},{"id":1,"name":"Impact","content":"We strive to find a balance between long term research and product impact. You may know about our research from the papers we publish and the talks we give, but we also have a broad impact on current Microsoft products, such as Windows, Xbox, Office 365, Bing, as well as earlier products like Windows Phone and Skype.\r\n\r\n[accordion]\r\n\r\n[panel header=\"Our Big Hits\"]\r\n<ul>\r\n \t<li><b>Microsoft\u2019s Wide Area Software Defined Network<\/b> (implements a centralized traffic engineering system that has led to an improvement of the inter-DC WAN bandwidth utilization from 40% to 90%+, thus saving us millions of dollars annually)<\/li>\r\n \t<li><b>XBOX One Wireless Controller Protocol<\/b> (a high throughput, low latency , energy efficient Microsoft propriety protocol between the XBOX One console and controllers. It has won accolades of mainstream press as the best controller in the gaming marker)<\/li>\r\n \t<li><b>Windows Azure Full-Bisection Bandwidth Datacenter Network<\/b> (hailed as one of the most significant recent advances in computer science, our design led to an 80x improvement in dollars\/Mbit\/sec over previous designs. It is now the architecture of choice for all of Microsoft's Datacenters. It enabled technologies like the highly-scalable <a href=\"https:\/\/azure.microsoft.com\/en-us\/blog\/windows-azures-flat-network-storage-and-2012-scalability-targets\/\" target=\"_blank\" rel=\"noopener\">Windows Azure Flat Network Storage<\/a>)<\/li>\r\n \t<li><b>Windows Azure Software Load Balancer<\/b> (reduced cost by a factor of 15 [$60K versus $1M] by removing dependence on expensive hardware load balancers and improved cloud manageability. This fully configurable load balancer is used by both Azure and Bing)<\/li>\r\n \t<li><b>Windows Firmware TPM <\/b>(enabled Microsoft to offer the widely used <a href=\"http:\/\/en.wikipedia.org\/wiki\/BitLocker_Drive_Encryption\" target=\"_blank\" rel=\"noopener\">BitLocker<\/a> and <a href=\"http:\/\/technet.microsoft.com\/en-us\/network\/dd420463.aspx\" target=\"_blank\" rel=\"noopener\">DirectAccess<\/a> features and a new security feature, Virtual Smart Cards, in the Windows 8 RT and Windows 8 Phone)<\/li>\r\n \t<li><b>XBOX Live Service Graphs<\/b> (reduced performance diagnostics in large-scale enterprise &amp; Data Center networks from days to minutes helping meet customer SLAs. XBox Live is the first Microsoft cloud service to use use this network performance diagnosis technology)<\/li>\r\n \t<li><b>Windows Network Virtualzation<\/b> (enabled Windows to provide seamless connectivity between Microsoft's Data Centers and customers\u2019on-premise networks. Our design heavily influenced the Hyper V network virtualization feature that ships in Windows Server 2012)<\/li>\r\n \t<li><b>Windows Virtual Wi-Fi<\/b> (enabled Windows features like range extension, concurrent corporate and guest access, and Internet gateway using a single Wi-Fi card. Before becoming a product, our prototype was downloaded several 100,000s times becoming the top three most popular MSR software download)<\/li>\r\n \t<li><b>TCP for Data Center Networking<\/b> (improved performance of Data Centers networks without incurring cost for expensive hardware switches. It is implemented in our core networking stack and deployed in our Data Center properties)<\/li>\r\n<\/ul>\r\nDetails about these and our other product contributions are provided below.\r\n\r\n[\/panel]\r\n\r\n[panel header=\"Cloud and Enterprise Division (Azure, Servers, Visual Studio,...)\"]\r\n\r\n<strong>Microsoft\u2019s Wide Area Network - Architecture &amp; Management Software (2013-14)<\/strong>\r\n<em>Increases the inter-DC WAN utilization from 40% to 90%+<\/em>\r\n<ul>\r\n \t<li>Previously inter-DC WANs running MPLS achieved only 40% average utilization. We built a logically centralized traffic engineering system that attains 90%+ average utilization while meeting different service policies. This saves tens of millions of dollars in WAN expense each year. Our paper describing an early (pre-production) version of this system was published in SIGCOMM 2013. Our design and technologies have been adopted and put into production by Windows Azure Networking and Microsoft\u2019s Global Network Services.<\/li>\r\n<\/ul>\r\n<strong>AutoPilot\u2019s Network-state Management Service (2014)<\/strong>\r\n<em>Dramatically simplifies network management app development and operations while maintaining network-wide SLA<\/em>\r\n<ul>\r\n \t<li>DC network management applications are complex and sophisticated, usually requiring years to design, develop and deploy. Running multiple such applications is challenging as they may conflict with one another and their collective actions can impair network operation. The Autopilot Statesman service that we developed, simplifies application development by shielding apps from low-level interactions with devices. By offering a novel network state model, Statesman enables apps to operate independently while maintaining network-wide safety. Our technology has been deployed in all Autopilot managed datacenters.<\/li>\r\n<\/ul>\r\n<strong>Windows Azure ZKaaS (ZooKeeper as a service) (2014)<\/strong>\r\n<em>A multi-tenant coordination cloud service that uses open source Zookeeper<\/em>\r\n<ul>\r\n \t<li>We worked closely with the AutoPilot team to build a multi-tenant layer on top of ZooKeeper that can be deployed and monitored by their software. The coordination service underneath runs multiple ensembles which can execute arbitrary requests from authenticated tenants. Although the ensembles are shared, to the user it seems as if they are running a dedicated ensemble. In future releases tenants will receive concrete compute resources tokens with full performance isolation.<\/li>\r\n<\/ul>\r\n<strong>Windows Azure Autopilot NetInsight (2013-14)<\/strong>\r\n<em>End-to-end measurement and analysis tools that run automatically and vastly improve the accuracy of WAN fault localization.<\/em>\r\n<ul>\r\n \t<li>Localizing performance faults on WAN is difficult due to the plethora of routers and paths between DCs. We developed a system that accurately localizes faults to a specific router interface among thousands of candidate routers and paths. Compared to the state-of-the-art SNMP-based system, our system, called NetInsight, reduces the number of false positives by two orders of magnitude.<\/li>\r\n<\/ul>\r\n<strong>Network Virtualization for Hybrid Clouds (2010-12)<\/strong>\r\n<em>Enabled Windows to provide seamless connectivity between Microsoft's Data Centers and customers\u2019on-premise networks<\/em><em>\u00a0<\/em>\r\n<ul>\r\n \t<li>Cloud computing provides as much compute and storage as needed, where needed. However, large enterprises require\u00a0<em>hybrid clouds<\/em>: private Data Centers that only send overflow computing to the cloud. The challenge is to allow competing enterprises to use the same public Internet addresses on a shared Azure network without interference, and to also have seamless connectivity back to the enterprise network. We designed new mechanisms with separate logical and physical Internet addresses in\u00a0<em>V-Net<\/em>\u00a0thus allowing it to efficiently\u00a0<a href=\"http:\/\/technet.microsoft.com\/en-us\/library\/jj134174.aspx\">virtualizes Azure\u2019s network<\/a>; V-Net allows fast delivery of Internet packets, rapid migration of Virtual Machines with low overhead, and performance isolation\u00a0V-Net\u2019s design has heavily influenced the\u00a0<a href=\"http:\/\/technet.microsoft.com\/en-us\/library\/jj134230.aspx\">Hyper-V network virtualization<\/a>\u00a0feature that ships in Windows Server 2012.<\/li>\r\n<\/ul>\r\n<strong>Visual Studio Energy Modeler &amp; Profiler (2012)<\/strong>\r\n<ul>\r\n \t<li>Poorly written apps are one of the primary reasons for high energy drain on mobile devices. One reason for energy-inefficient apps is that app developers do not have sufficient tools to determine the energy impact of their apps. As part of a Wattson research project we designed a Visual Studio plug-in that provides visibility to the application developer of their application\u2019s energy consumption. Our paper\u00a0<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/empowering-developers-to-estimate-app-energy-consumption\/\">Empowering Developers to Estimate App Energy Consumption,<\/a>\u00a0published in ACM MobiSys 2012 describes the details of the system. This work formed the basis for the\u00a0<em>Energy Profiler<\/em>\u00a0that is\u00a0part of the Visual Studio SDK for Windows Phone 8.<\/li>\r\n<\/ul>\r\n<strong>GreenUp (2011-12)<\/strong>\r\n<em>Delivers significant power and monetary savings for enterprise customers by enabling seamless remote access to sleeping desktop machines<\/em><em>\u00a0<\/em>\r\n<ul>\r\n \t<li>Enterprise can save significant amounts of power by letting idle desktop machines go to sleep (S3). This behavior has been the default setting in Windows desktop for many years. However, users and system administrators often override this because they may need to access the machines remotely. Current wake-on-Lan technique are cumbersome, and do not always work on complex networks. We designed and built a wakeup service (\"GreenUp\") that works transparently \u2013 any time the user tries to remotely access a sleeping machine, it seamlessly wakes it up. This encourages users to save power. GreenUp scales up to large, complex corporate networks, by using a novel distributed\u00a0<em>leader election<\/em><\/li>\r\n<\/ul>\r\n<strong>Fully Configurable Windows Azure Software Load Balancer (2011)<\/strong>\r\n<em>Reduced costs by a factor of 15 by removing dependence on hardware load balancers and improved cloud manageability as well<\/em><em>\u00a0<\/em>\r\n<ul>\r\n \t<li>Hardware load balancers are traditionally used as the front tier of clouds to distribute incoming traffic to servers. We designed a scale-out software load balancer that can dynamically scale from 1 Gbps to 100 Gbps. To the best of our knowledge this was the first software load balancing solution in industry. Our solution reduces costs by a factor of 15x ($60K versus $1M) compared to hardware load balancers, and allowed more flexibility and easier management as well. To compete with the speed of hardware, our design made clever use of existing routing protocols and the Windows networking stack.\u00a0Our design is now the load balancer of choice for Azure and Bing.<\/li>\r\n<\/ul>\r\n<strong>Full-Bisection Bandwidth Datacenter Networks (2009-10)<\/strong>\r\n<em>Servers in a datacenter are no longer limited by the network that connects them<\/em>\r\n<ul>\r\n \t<li>For cloud services the three key elements to success are:\u00a0<em>cost of infra-structure, availability,<\/em>\u00a0and\u00a0<em>response time<\/em>. Conventional datacenter design advocated by established networking vendors does poorly on all three measures. We designed and validated a new datacenter network architecture that excels in all three metrics; in particular, it provides an 80X improvement in dollars\/Mbit\/sec over existing designs while providing uniform high capacity between servers, performance isolation between services, and dynamic resource allocation across large server pools. Our design is now\u00a0the network architecture of choice for all of Microsoft's datacenters including those managed by XBox, Bing and Azure.. Our initial SIGCOMM 2009 paper (<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/vl2-a-scalable-and-flexible-data-center-network\/\">VL2: A Scalable and Flexible datacenter Network<\/a>) was republished by the Communications of the Association for Computing Machinery (CACM) in 2011 as\u00a0one of the most important research result in Computer Science in recent years; it was cited as\u00a0<em>\"a great example of rethinking networking from scratch, while coming full circle to work with today's equipment.\"<\/em><\/li>\r\n<\/ul>\r\n<strong>TCP Analyzer (2010)<\/strong>\r\n<em>Enabled<\/em><em>\u00a0<\/em><em><a href=\"http:\/\/en.wikipedia.org\/wiki\/Microsoft_Network_Monitor\">Microsoft Network Monitor<\/a><\/em><em>\u00a0<\/em><em>to provide deeper insights into the working of Internet's Transport Control Protocol<\/em><em>\u00a0<\/em>\r\n<ul>\r\n \t<li>We designed and built a plugin (called an \u201cexpert\u201d) for Microsoft Network Monitor\u00a0(NetMon) that helps analyze TCP traces. It uses several sophisticated heuristics to answer the key question \u201cwhat limited the throughput of this TCP connection\u201d. Apart from answering this question, the plugin also allows the user to visualize the connection in a number of different ways. Our plugin has been downloaded thousands of time, and is\u00a0one of the most popular NetMon \u201cexperts\u201d.<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[panel header=\"Operating Systems Engineering (Windows, Phone, Windows Embedded)\"]\r\n\r\n<strong>Data Sense Bandwidth Attribution Technology (2012)<\/strong>\r\n<ul>\r\n \t<li>We built a technology that tracks cellular and Wi-Fi data consumption for individual apps and OS components, and displays it in an intuitive UI. A challenge we had to overcome was to accurately attribute data consumption across the numerous APIs and OS services that mobile apps use, and to do so in a lightweight manner.\u00a0<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/video\/mileage-data-atttribution\/\">See the original technology demo video (Aug. 2011).<\/a><\/li>\r\n<\/ul>\r\n<strong>Mobile Input Services &amp; Technology (2012)<\/strong>\r\n<ul>\r\n \t<li><strong>Typing intelligence<\/strong>: We enabled Windows Phone to scale their typing intelligence solutions (hit-target resizing, spell correction, candidates-on-demand, etc.) to over 50+ languages, including new languages such as Latin Hindi.<\/li>\r\n \t<li><strong>WordFlow Keyboard User Adaptation<\/strong>: We helped with a feature that allows Windows Phone keyboard to adapt to the users' language and offer their words as completions and next word predictions.<\/li>\r\n \t<li><strong>Keyboard Input Architecture<\/strong>: We helped revise the input architecture and created a new edit buffer to facilitate new features such as user adaptation, multilingual editing within the same message, and seamless multi-modal integration.<\/li>\r\n<\/ul>\r\n<strong>Firmware TPM Emulator (2012)<\/strong>\r\n<ul>\r\n \t<li>We delivered the TPM driver and firmware TPM simulator. The development team used our simulator to develop &amp; test important security features even before the vendors provided them the actual devices. A better description of our contribution is provided under \"Windows\".<\/li>\r\n<\/ul>\r\n<strong>AppInsight to the Application Compatibility Team (2012)<\/strong>\r\n<ul>\r\n \t<li>We delivered a customized version of our application analytics tool for performance testing and failure analysis of the top WP marketplace applications on various hardware and software SKUs. The development team run this tool routinely on third-party apps and they estimate to have reduced the time spent on app. failure analysis by a factor of 2 to 4. The first paper (<a href=\"https:\/\/www.usenix.org\/conference\/osdi12\/appinsight-mobile-app-performance-monitoring-wild\">AppInsight: Mobile App Performance<\/a>\u00a0that describes our system appeared in OSDI 2012.<\/li>\r\n<\/ul>\r\n<strong>Wireless Optimizations in Windows 8 (2011-12)<\/strong>\r\n<em>Increases battery lifetime in Windows 8 Tablets and Surface computers.<\/em>\r\n<ul>\r\n \t<li>Compared to laptops the new class of mobile devices, such as tablets and Surface computers, need to stay connected even when the screen is turned off. Keeping the Wi-Fi always on consumes significant energy. We designed a set of techniques that allows the Wi-Fi device to not lose its connection even when the screen is turned off and the processor (and SoC) is in a low power state. We accomplished this by reducing the Wi-Fi power consumption to a few mW in standby state. Our techniques shipped in Windows 8.<\/li>\r\n<\/ul>\r\n<strong>Network Quality of Service for Virtual Machines (2011-12)<\/strong>\r\n<em>Enabled Windows 8 to provide predictable networking to high-value cloud services<\/em>\r\n<ul>\r\n \t<li>We helped design and evaluate a mechanism to adaptively control the network usage of a Virtual Machine (VM), analogous to equivalent controls that existed for CPU and memory. Our design includes a feedback loop that ensures VMs receive network bandwidth that is proportional to their share and that spare bandwidth is allocated among VMs that need it. Our<em>VM Rate Shaper<\/em>\u00a0shipped in Windows 8.<\/li>\r\n<\/ul>\r\n<strong>Support for Security Features in Windows ARM (2011-12)<\/strong>\r\n<em>Enabled widely used security features (BitLocker, DirectAccess, Virtual SmartCards) on Windows RT and Windows Phone<\/em>\r\n<ul>\r\n \t<li>Many enterprises mandate the use of crucial security features such as BitLocker and Direct Access on their employees mobile devices. These Windows features require Trusted Platform Module (TPM) chips that are normally part of the hardware of modern computers. Unfortunately, Windows 8 and Windows Phone have low power versions that run on ARM chips which do not have standard TPM hardware; instead, ARM offers an alternate hardware security platform called TrustZone. We worked with the Windows team and helped deliver a reference implementation of a firmware emulation (of the missing TPM chip) we called fTPM that leverages ARM\u2019s hardware. Microsoft delivered fTPM to our SoC partners who incorporated it in their latest firmware releases.This then enabled Microsoft to offer BitLocker, Direct Access, and a new Windows 8 security feature, Virtual Smart Cards, in the Windows 8 RT and Windows 8 Phone releases.<\/li>\r\n<\/ul>\r\n<strong>Antenna Placement on Windows Tablet (2011-12)<\/strong>\r\n<em>Enabled best-in-class Wi-Fi network connectivity &amp; performance<\/em>\r\n<ul>\r\n \t<li>We helped design the antenna placement on tablet devices. Since users hold tablets differently than laptops, existing antenna placement techniques (on the laptop\u2019s screen) are not the most optimal for tablets. The placement of a user\u2019s hand around the antenna might reduce the signal, and so can the orientation in which the tablet is held. We studied these phenomena in detail \u2013 in the wild and in antenna chambers \u2013 and made recommendations to the Windows 8 team, which wereincorporated in the final design of Windows 8 tablets.<\/li>\r\n<\/ul>\r\n<strong>Datacenter TCP (2010-12)<\/strong>\r\n<em>Improved network performance in Data Centers with inexpensive switches<\/em><em>\u00a0<\/em>\r\n<ul>\r\n \t<li>We designed a new variant of TCP, called Datacenter TCP (DCTCP) to address congestion control issues in datacenter networks. DCTCP leverages Explicit Congestion Notification (ECN) and a simple mOLti-bit feedback mechanism at the host to reduce application latencies by overcoming network impairments such as queue buildup, buffer pressure, and incast. DCTCP was designed in close collaboration with the Windows Networking Team and itships in the Windows 8 networking stack. The initial paper (<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/dctcp-efficient-packet-transport-for-the-commoditized-data-center\/\">Datacenter TCP<\/a>) was published in SIGCOMM 2010.<\/li>\r\n<\/ul>\r\n<strong>Virtual Wi-Fi (2009)<\/strong>\r\n<em>Enabled Windows to connect to multiple WLANs\u00a0simultaneously\u00a0and offer range extension, concurrent corporate and guest\u00a0connection, and Internet gateway features<\/em>\r\n<ul>\r\n \t<li>We designed a technique to virtualize wireless LAN (WLAN) cards. With it users can concurrently connect to multiple Wi-Fi networks using a single WLAN card, thus enabling several novel scenarios. The original paper. The original paper (<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/multinet-connecting-to-multiple-ieee-802-11-networks-using-a-single-wireless-card\/\">MultiNet: Connecting to Multiple IEEE 802.11 Networks Using a Single Wireless Card<\/a>) was published in INFOCOM 2004. Our mini-port driver was downloaded by over hundred thousand developers and was one of Microsoft Research\u2019s most popular software downloads.\u00a0Virtual Wi-Fi first shipped in Windows 7.<\/li>\r\n<\/ul>\r\n<strong>Network Bandwidth Estimation (2004-05)<\/strong>\r\n<em>Enabled Windows to offer a better media streaming experience over Wi-Fi<\/em>\r\n<ul>\r\n \t<li>We developed a technique (\"Probe-Gap\") to estimate the capacity and the available bandwidth of network paths based on end-point measurements. The problem was particularly difficult for cable modems and Wi-Fi networks because they do not have point-to-point links. For example, they employ mechanisms such as token bucket rate regulation; non-FIFO scheduling, and multiple rate. The initial paper (<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/bandwidth-estimation-broadband-access-networks-2\/\">Bandwidth Estimation in Broadband Access Networks<\/a>) describing the problem was published in IMC 2004.\u00a0Probe-Gap first shipped in Windows XP.<\/li>\r\n<\/ul>\r\n<strong>NDIS WLAN extensions in Windows 2000, Windows XP, Vista &amp; Windows 7<\/strong>\r\n<em>Elevated Wireless LAN connectivity to a premier consumer networking technology in Windows<\/em>\r\n<ul>\r\n \t<li>We designed the (first set of) NDIS WLAN OID\u00a0for Windows 200 and beyond. Prior to our contribution Windows exposed a wireless LAN network adapter as an Ethernet network adapter. We enhanced the programming interface exposed by the Network Device Interface Specification (NDIS) and WinSock which then enabled novel wireless-aware and mobility-aware applications.<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[panel header=\"Applications and Services Engineering (Bing, Skype, Office, Outlook,...)\"]\r\n\r\n<b>Network Failure Recovery in Data Centers (2012)<\/b>\r\nNetPilot reduces the recovery time for the common Data Center network failures from a few hours to tens of minutes\r\n<ol>\r\n \t<li>Handling network failures is one of the most challenging tasks for Data Center operators. Different from the conventional failure diagnosis and repair process which requires significant human intervention, Our NetPilot technology <em>mitigates<\/em> failures by deactivating or restarting the suspect network devices without the need for knowing the exact root causes. By enabling automatic failure mitigation, Netpilot dramatically reduces the recovery time for common network failures. Our initial paper (<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/netpilot-automating-datacenter-network-failure-mitigation\/\" target=\"_blank\" rel=\"noopener\">NetPilot: Automating Datacenter Network Failure Mitigation<\/a>) describing this system was published in SIGCOMM 2012 and we <span style=\"color: black\">shipped as part of the Bing Metallica Release in June 2012<\/span><\/li>\r\n<\/ol>\r\n<b>Improving Page Load Time of Bing Searches (2012)<\/b>\r\nFaster load times leads to better user experience\r\n<ol>\r\n \t<li>We performed a comprehensive analysis of the page load time in <i>Bing<\/i> to help uncover and explain strange effects such as Page Load Time (PLT) increase during off-peak hours and the impact of browser population and query type. These insights were used to develop a more precise and detailed alerting tool for PLT degradation. We documented some of our learnings in a SIGCOMM 2013 paper (<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/a-provider-side-view-of-web-search-response-time\/\">A provider-side view of Web Search Response Time<\/a>).<\/li>\r\n<\/ol>\r\n<b>Onset-of-congestion Signaling (2012)<\/b>\r\nOur congestion prediction technology enables mitigation strategies that lead to better application performance\r\n<ol>\r\n \t<li>In distributed file systems, when one storage node is congested both read- and write- traffic can be steered to other replicas and other nodes with empty space. If the on-set of such congestion is detected quickly, one can avoid needless queuing lags and improve overall store throughput. We helped design a predictor that uses current load and historical performance to predict the congestion status of storage nodes in Cosmos early. As a side-benefit, this also serves as a measure of application-perceived capacity of the distributed storage layer and a monitor of current usage and hotspots. Our technology is <span style=\"color: black\">shipping in Cosmos clusters in Bing since December 2011.<\/span><\/li>\r\n<\/ol>\r\n<b>ReOptimizer for Data Parallel Computing (2011)<\/b>\r\nThis technology significntly reduced the response times of large jobs in our Data Centers\r\n<ol>\r\n \t<li>Performant execution of data-parallel jobs needs good execution plans. Certain properties of the code, the data, and the interaction between them are crucial to generate these plans. Yet, these properties are difficult to estimate due to the highly distributed nature of these frameworks. We built the first reoptimizer for data-parallel jobs. It collects certain code and data properties by piggybacking on job execution and adapts execution plans by feeding these properties to a query optimizer. Our technology <span style=\"color: black\">shipped in Bing's Cosmos clusters in December 2011.<\/span> and it has significantly improved the response times on production jobs.<\/li>\r\n<\/ol>\r\n<b>Mitigating Outliers in Data Parallel Jobs (2009)<\/b>\r\n<ol>\r\n \t<li>Laggard tasks signicantly prolong the completion time for data-parallel jobs. The causes for such outliers include run-time contention for processor, memory and other resources, disk failures, varying bandwidth and congestion along network paths and imbalance in task workload. We buit a system that monitors tasks and culls outliers by restarting tasks, network-aware placement of tasks and protecting outputs of valuable tasks. The result was a significant improvement of job completion time. <span style=\"color: black\">Our technology is in production use across all of the <a href=\"https:\/\/blogs.msdn.microsoft.com\/seliot\/2010\/11\/05\/microsoft-cosmos-petabytes-perfectly-processed-perfunctorily\/\" target=\"_blank\" rel=\"noopener\">Cosmos<\/a> clusters in Bing since May 2010<\/span>.<\/li>\r\n<\/ol>\r\n<b>NetTrace (2009)<\/b>\r\n<ol>\r\n \t<li>To answer some of the basic questions about real workloads we built <em>NetTrace<\/em>, a network tracing service for large data center clusters. This service collects low level networking logs (socket-level) and uploads to COSMOS. Processing the data yields a much better understanding of the traffic patterns of operational workloads and also helps diagnose whether the network or the application is to blame for poor performance. <span style=\"color: black\">NetTrace ships as an autopilot service in Bing since 2009.<\/span> We also shipped an analysis suite and Bing continues to invest in NetTrace, in their June 2012 release, they expanded the types of data captured, lowered resource consumption of the logger and are in the process of rolling it out as an always-on service.<\/li>\r\n<\/ol>\r\n<b>DNS Query Time Optimization (2008)<\/b>\r\n<ol>\r\n \t<li>We conducted a series of experiments to measure the DNS query resolution time for Bing. Based on these measurement we came up with a set of improvements to our DNS query chain. Worked closely with Bing we deployed these improvements and in the process reduced the median DNS query time by more than half of previous amount. More importantly, the 95th percentile was cut in half.<\/li>\r\n<\/ol>\r\n<b>Scalable and Consistent Caching (2008)<\/b>\r\n<span style=\"font-size: small\"><em>Enabled MSN web properties to better handle spikes in load (flash crowds)<\/em><\/span>\r\n<ol>\r\n \t<li>The MSN Publishing Platform serves billions of web pages a month. As they grew, scalability bottlenecks started to show up in their previous architecture. The<em>Scalable and Consistent Caching<\/em> (SCC) technology allowed them to solve these bottlenecks while maintaining the strict consistency semantics that content publishers expect, such as adding breaking news to a web page and all viewers seeing the updated content.<\/li>\r\n<\/ol>\r\n<b>Partitioning and Recovery Service (2008)<\/b>\r\n<span style=\"font-size: small\"><em>Enabled Live Mesh (now SkyDrive) backend cloud services to scale resiliently<\/em><\/span>\r\n<ol>\r\n \t<li>The Live Mesh data center services need to partition user data across a large number of servers. We designed and built the <em>Partitioning and Recovery Service<\/em> (PRS), which became their mechanism for doing this. The PRS made the development of the server code easier by providing a number of novel properties, such as strong consistency for soft state and guaranteed notifications to trigger state republishing. Microsoft's Live Mesh product <span style=\"color: black\">won CNET's <a href=\"http:\/\/www.cnet.com\/news\/microsofts-live-mesh-top-innovation-at-the-crunchies\/\" target=\"_blank\" rel=\"noopener\">best technology innovation\/achievement<\/a> award<\/span>.<\/li>\r\n<\/ol>\r\n<b>Managing Shared Credential Vulnerabilities (2008)<\/b>\r\n<span style=\"font-size: small\"><em>The technology behind Microsoft Forefront risk analysis and mitigation planning feature<\/em><\/span>\r\n<ol>\r\n \t<li>We developed a technique which evaluates the risk to an organization based on patterns of user privilege and access. Attackers use accounts to compromise machines and use machines to compromise accounts. In the absence of explicit management to mitigate this risk, growth in jumping from one machine to another via a compromised account is exponential. In a test, corroborated by our graph-based analysis, we found that over 70% of the machines investigated yielded at least one account that granted control over 100 other machines on the next hop. Our system performs static analysis and generates pre- and post-incident reports for planning risk mitigation strategies. We <span style=\"color: black\">shipped our technology in the Access and Security Division\u2019s (ASD) ForeFront Product Suite<\/span>.<\/li>\r\n<\/ol>\r\n[\/panel]\r\n\r\n[panel header=\"Devices and Studios (XBox, XBox Live, Hardware, Surface...)\"]\r\n\r\n<strong>XBOX One Wireless Controller Protocol (2013-14)<\/strong>\r\n<em>The wireless protocol between the XBOX One controllers and the console<\/em>\r\n<ul>\r\n \t<li>We designed the wireless protocol which XBOX accessories use to connect with the XBOX one console. The protocol enables high-throughput and low-latency wireless communication, which is required for gaming and media traffic. Using this protocol the XBOX One can support more number of accessories, with higher throughput, lower latency than any known gaming or home entertainment system that currently exists in the market.<\/li>\r\n<\/ul>\r\n<strong>Service Graphs for Large-Scale Network Diagnostics (2012)<\/strong>\r\n<em>Helps meet customer service level agreements (SLAs) by quickly identifying faltering components, reducing down time from days to minutes<\/em>\r\n<ul>\r\n \t<li>One of the challenge for cloud vendors is to avoid network and system failures that can potentially cripple business users. It is an unfortunate fact that sometimes performance failures do occur and users complain about poor response times. Localizing the source of performance problems in large enterprise and cloud networks is a hard problem because each request depends in complex ways on numerous hardware and software components. We devised a new method to identify these dependencies and record them in an Inference Graph which we then used to quickly and accurately localize the failure to a small set of possible culprits. Our\u00a0<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/towards-highly-reliable-enterprise-network-services-via-inference-of-multi-level-dependencies\/\">SIGCOMM 2007<\/a>\u00a0and\u00a0OSDI 2008\u00a0papers show how to narrow down the set of potential dependencies by 100x \u2013 10000x. Our inference graph technology was adopted by Microsoft Services Engineering Team and\u00a0shipped as Azure Service called \u201cService Call Graph 1.0\u201d. Network performance faults that previously took hours or days to diagnose can now be diagnosed in matter of minutes.<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[\/accordion]"},{"id":2,"name":"Service","content":"MNR works with academic institutions in a\u00a0number of different ways. We sponsor a number of ACM and IEEE conferences; Our researchers serve on\u00a0steering and program committees of\u00a0academic conferences and workshops;\u00a0we serve\u00a0on editorial boards of prestigious journals; Via the Hawaii Academic outreach program, we support mobile computing courses and research at several universities; we invite\u00a0colleagues from academia\u00a0to visit us and we\u00a0host events that provide a\u00a0forum to\u00a0brainstorm about new research.\r\n\r\n[accordion]\r\n\r\n[panel header=\"Founded \/ Co-Founded\"]\r\n<ul>\r\n \t<li><a href=\"http:\/\/www.sigmobile.org\/\">SIGMOBILE<\/a>\u00a0(1997)<\/li>\r\n \t<li>MC2R -\u00a0Mobile Computing and Communications Review\u00a0\u00a0(1997)<\/li>\r\n \t<li><a href=\"http:\/\/www.sigmobile.org\/mobisys\">MobiSys - International Conference on Mobile Systems, Applications, and Services<\/a>\u00a0(2003)<\/li>\r\n \t<li>CoRoNet - Workshop on Cognitive Wireless Networking (2009)<\/li>\r\n \t<li><a href=\"http:\/\/www.sigmobile.org\/workshops\/mcs\/Home.html\">MCS - International Workshop on Mobile Cloud Computing and Services<\/a>\u00a0(2010)<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[panel header=\"Sample Professional Service\"]\r\n<h3>2014<\/h3>\r\n<ul>\r\n \t<li>Program Co-Chair\u00a0 USENIX NSDI<\/li>\r\n \t<li>Program\u00a0Chair HotMobile<\/li>\r\n \t<li>Steering Committee: MobiCom, MobiSys, DySPAN, MCS Workshop, ISWC, CoRoNet Workshop, HotMobile<\/li>\r\n \t<li>Information Director ACM SIGMOBILE<\/li>\r\n \t<li>Editorial Board Member: MC2R, CCR, IEEE Journal on IoT, ...<\/li>\r\n<\/ul>\r\n<h3>2013<\/h3>\r\n<ul>\r\n \t<li>General Chair HotMobile<\/li>\r\n \t<li>Program Committee Co-Chair: MobiCom<\/li>\r\n \t<li>Program Committees: MobiSys, MobiCom, NSDI, SIGCOMM<\/li>\r\n \t<li>Poster\/Demo Chair: SIGCOMM<\/li>\r\n \t<li>Steering Committee: MobiCom, MobiSys, DySPAN, MCS Workshop,\u00a0ISWC, CoRoNet Workshop, HotMobile<\/li>\r\n<\/ul>\r\n<h3>2012<\/h3>\r\n<ul>\r\n \t<li>General Chair: DySPAN<\/li>\r\n \t<li>Program Committee Co-Chair: DySPAN, MobiGames<\/li>\r\n \t<li>Program Committees: MobiSys, MobiCom, NSDI, DySPAN, SIGCOMM<\/li>\r\n \t<li>Poster\/demo\/workshop Chairs: MobiSys, SIGCOMM<\/li>\r\n \t<li>Steering Committee: MobiCom, MobiSys, DySPAN, MCS Wokshop, MobiHeld Workshop, ISWC, CoRoNet Workshop<\/li>\r\n \t<li>Associate Editor: IEEE Transactions of Mobile Computing (2011-12)<\/li>\r\n<\/ul>\r\n<h3>2011<\/h3>\r\n<ul>\r\n \t<li>Program Committees: MobiCom, NSDI, SIGCOMM, MobiSys, ICNP. MobiHeld<\/li>\r\n \t<li>Steering Committee: MobiCom, MobiSys, DySPAN, MCS Wokshop, MobiHeld Workshop, ISWC, CoRoNet Workshop<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[panel header=\"Brainstorming Events\"]\r\n\r\nFor a number of years we have been\u00a0organizing mindswap events between researchers from industry, academia, and government. At these events we have open discussions on important research topics and the challenges ahead.\u00a0 For the benefit of the community, we make videos and presentation slides from all talks available on the event's web site. Here are the events we have organized:\r\n<ul>\r\n \t<li style=\"list-style-type: none\">\r\n<ul>\r\n \t<li>New Results in Networking Research, Redmond, WA (Dec. 5, 2013)<\/li>\r\n \t<li>New Directions in Wireless Systems Design, Redmond, WA (May 30, 2013)<\/li>\r\n \t<li>New Directions in Networked Systems Design. Redmond, WA (October 31, 2012)<\/li>\r\n \t<li>Data Analytics and the Networks that Enable Them, Woodinville, WA (June 18-19, 2012)<\/li>\r\n \t<li>Mobile + Cloud, Westin Hotel, Bellevue, WA (June 2-3 2010)<\/li>\r\n \t<li>Cognitive Wireless Networking, Salish Lodge, Snoqualmie, WA (June 5-6 2008)<\/li>\r\n \t<li>High Speed TCP , Redmond, WA (February 5-6, 2007)<\/li>\r\n \t<li>Research and Practice in Corporate\/Campus Networks\u00a0\u00a0Snoqualmie, WA (June 1-2, 2006)<\/li>\r\n \t<li>Wireless Networking: Goa, India (April 7-8, 2006)<\/li>\r\n \t<li>Self Managing Networks, Kirkland, WA (Jun 1-2, 2005)<\/li>\r\n \t<li>Mesh Networking: Snoqualmie, WA (Press Report)\u00a0 (June 23-24, 2004)<\/li>\r\n<\/ul>\r\n<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[panel header=\"Project Hawaii Academic Partners (2010 - 11)\"]\r\n<h3>Fall 2011:<\/h3>\r\nCambridge University, University of North Carolina, Purdue University, University of Michigan, Michigan State University, Singapore Management University School of Information Systems, Egypt-Japan University of Science and Technology, Virginia Tech University, University of South Carolina, Old Dominion University, Clemson University, Temple University, University of Utah, University of Wisconsin-Madison, University of Arkansas, University of Oregon\r\n<h3>Spring 2011:<\/h3>\r\nUniversity College London, Stanford University, Duke University, University of Arkansas, University of Minnesota, University of Illinois at Urbana-Champaign, New York University, University of Massachusetts Lowell, Stony Brook University, University of Houston, University of California Santa Barbara, Ohio State University, Temple University, Purdue University, University of California Santa Barbara, University of Leipzig, Germany, Indiana University, Purdue University, Pontificia Universidade Catolica, Brasil, University of Goettingen, University of Washington\r\n<h3>Fall 2010:<\/h3>\r\nSingapore Management University School of Information Systems, University of Micigan, University of Maryland, University of Arkansas, University fo California at Santa Barbara, Michgan State University.\r\n<h3>Spring 2010:<\/h3>\r\nUniversity of Southern California, University of Wisconsin Madison, Duke University\r\n\r\n[\/panel]\r\n\r\n[panel header=\"Conference Support\"]\r\n\r\nWe have consistently supported strong conferences on mobile systems. A sampling of some conferences we have supported in the recent past\r\n\r\n2013\r\nMobiCom, HotMobile, S3, MobiSys, HotNets\r\n\r\n2012\r\nMobiSys, HotMobile, DySPAN\r\n\r\n2011\r\nMobiCom, SIGCOMM, MobiSys, DySPAN, NSDI, MobiCom - PhDForum\r\n\r\n[\/panel]\r\n\r\n[panel header=\"Research Center Membership\"]\r\n<ul>\r\n \t<li><a href=\"http:\/\/wireless.csail.mit.edu\/\">The Wireless Center at MIT<\/a>\u00a0(2012 - )<\/li>\r\n \t<li><a title=\"\" href=\"http:\/\/cns.ucsd.edu\/\">UCSD's Center for Networked Systems<\/a> (2012 -)<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[panel header=\"Research Support\"]\r\n\r\nIn addition to Project Hawaii Support, and\u00a0an extensive University Relations Program\u00a0dedicated to funding research at Universities, occasionally we too support faculty research in areas of our interests. Examples of institutes MCRC Researchers have supported in the past include:\r\n<ul>\r\n \t<li>University College London (Prof. Brad Karp, 2010)<\/li>\r\n \t<li>Duke University (Prof. Romit Roy, 2009)<\/li>\r\n \t<li>USC (Prof. Ramesh Govindan, 2009)<\/li>\r\n \t<li>Harvard University (Prof. Matt Welsh, 2008)<\/li>\r\n \t<li>University of Toronto (Prof. Yashar Ganjali, 2010; Prof. Stefan Saroiu, 2007)<\/li>\r\n \t<li>Princeton University (Prof. vivek Pai, 2007)<\/li>\r\n \t<li>UCLA (Prof. Todd Millstein, 2008)<\/li>\r\n \t<li>MIT (Prof. Dina Katabi)<\/li>\r\n \t<li>International Computer Science Institute Berkeley (Prof. Scott Shenker)<\/li>\r\n \t<li>UCSD (Prof. Geoff Voelker)<\/li>\r\n \t<li>CMU (Prof. Peter Steenkiste, 2010; Prof. Srini Seshan)<\/li>\r\n \t<li>Columbia (Prof. Dan Rubensteini &amp; Prof. Vishal Misra)<\/li>\r\n \t<li>Texas A&amp;M University (Prof. Nitin Vaidya)<\/li>\r\n \t<li>University of California Berkeley<\/li>\r\n \t<li>University of Maryland, College Park (Prof. William Arbaugh)<\/li>\r\n \t<li>UT Austin (Prof. Lili Qiu)<\/li>\r\n \t<li>University of Wisconsin-Madison (Prof. Suman Banerjee)<\/li>\r\n \t<li>Rice (Prof. Ed. Knightly, 2010; Prof. T. S. Eugene Ng, 2007)<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[panel header=\"Distinguished Guests\"]\r\n\r\nMicrosoft Research organizes an annual <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/event\/faculty-summit-2016\/\">faculty summit<\/a> in Redmond. The summit offers a unique opportunity for\u00a0us\u00a0to mingle with researchers in academia. In addition to this we have had the pleasure of hosting several distinguished researchers in our\u00a0center as well. Here is a partial list of a few who have visited us:\r\n<ul>\r\n \t<li style=\"list-style-type: none\">\r\n<ul>\r\n \t<li>Rodrigo Fonseca, Brown University<\/li>\r\n \t<li>Lin Zhong, Rice University<\/li>\r\n \t<li>Rajesh Balan, Singapore Management University<\/li>\r\n \t<li>Romit Roy, Duke University<\/li>\r\n \t<li>Ramesh Govindan, University of Southern California<\/li>\r\n \t<li>Suman Banerjee, Wisconsin University Madison<\/li>\r\n<\/ul>\r\n<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[\/accordion]"},{"id":3,"name":"Other Members","content":"<h2>Other Members<\/h2>\r\n&nbsp;\r\n\r\n[accordion]\r\n[panel header=\"Postdoctoral Researchers\"]\r\n<ul>\r\n \t<li>Aakankha Chowdhery, PhD Stanford University (2013-15)<\/li>\r\n \t<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/mgh\/\">Monia Ghobadi, <\/a>PhD University of Toronto (2014-16)<\/li>\r\n \t<li><a href=\"http:\/\/www.megwalraedsullivan.com\/\">Meg Walraed-Sullivan<\/a>, PhD UC San Diego (2012-15)<\/li>\r\n \t<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/harliu\/\">Hongqiang Liu<\/a>, PhD Yale University (2014-16)<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[panel header=\"Visiting Researchers\"]\r\n<ul>\r\n \t<li><a href=\"http:\/\/pages.cs.wisc.edu\/~akella\/\">Aditya Akella<\/a>, Associate Professor, University of Wisconsin (Jan. - July 2014)<\/li>\r\n \t<li><a href=\"http:\/\/www.ruf.rice.edu\/~lzhong\/\">Lin Zhong<\/a>, Associate Professor, Rice University (Jan. - Dec. 2012)<\/li>\r\n \t<li><a href=\"http:\/\/www.cs.brown.edu\/~rfonseca\/\">Rodrigo Fonseca<\/a>, Assistant Professor, Brown University (Summer 2012)<\/li>\r\n \t<li><a href=\"http:\/\/www.ece.wisc.edu\/~parmesh\/\">Parmesh Ramanathan<\/a>, Professor, University of Wisconsin (Summer 2010)<\/li>\r\n \t<li><a href=\"http:\/\/people.ee.duke.edu\/~romit\/\">Romit Roy Choudhury<\/a>, Associate Professor, Duke University (now in UIUC) (Summer 2010)<\/li>\r\n \t<li><a href=\"http:\/\/www.stanford.edu\/~balaji\/\">Balaji Prabhakar<\/a>, Professor, Stanford University (Summer 2009)<\/li>\r\n \t<li><a href=\"http:\/\/cs-www.cs.yale.edu\/homes\/yry\/\">Yang (Richard) Yang<\/a>, Associate Professor, Yale University (Summer 2009)<\/li>\r\n \t<li><a href=\"http:\/\/www.cs.princeton.edu\/~jrex\/\">Jennifer Rexford<\/a>, Professor, Princeton University (Summer 2009)<\/li>\r\n \t<li><a href=\"https:\/\/engineering.purdue.edu\/~ychu\/\">Charlie Hu<\/a>, Professor, Purdue (Summer 2008)<\/li>\r\n \t<li><a href=\"http:\/\/web.eecs.umich.edu\/~zmao\/\">Zhouqing Morley Mao<\/a>, Associate Professor, University of Michigan (Summer 2008)<\/li>\r\n \t<li>[\/panel][panel header=\"Past Members\"]\r\n<ul>\r\n \t<li>Atul Adya, PhD MIT (no longer in MS)<\/li>\r\n \t<li><a href=\"http:\/\/rmc-stage\/~ranveer\/\">Ranveer Chandra<\/a>, Principal researcher, PhD Cornell University (2005-15)<\/li>\r\n \t<li>Ronnie Chaiken, Principal engineering manager, (now in Power BI Data Services) (2011-14)<\/li>\r\n \t<li>John Dunagan, PhD MIT, (no longer in MS)<\/li>\r\n \t<li>Albert Greenberg, Distinguished engineer, PhD Univ. of Washington, (now in Azure Networking), (2007-10)<\/li>\r\n \t<li><a href=\"http:\/\/rmc-stage\/~dmaltz\/\">David Maltz<\/a>, Partner dev manager, PhD CMU (now in Azure Networking) (2005-10)<\/li>\r\n \t<li><a href=\"http:\/\/research.microsoft.com\/en-us\/um\/people\/timpaek\/\">Tim Paek<\/a>, Principal researcher \/ manager, PhD Stanford (now in\u00a0<a href=\"http:\/\/research.microsoft.com\/en-us\/groups\/isrc\/\">ISRC<\/a>)<\/li>\r\n \t<li><a href=\"http:\/\/rmc-stage\/~padmanab\/\">Venkat Padmanabhan<\/a>, Principal researcher, PhD UC Berkeley, (now in MSR India)<\/li>\r\n \t<li>Parveen Patel, Principal software engineering manager, MS Utah (now in Windows Azure)<\/li>\r\n \t<li><a href=\"http:\/\/www.cs.utexas.edu\/~lili\/\">Lili Qiu<\/a>, Professor, Computer Science, University of Texas, Austin (2001-04)<\/li>\r\n \t<li><a href=\"http:\/\/research.microsoft.com\/en-us\/people\/bzill\/\">Brian Zill<\/a>, Senior research SDE, MS Carnegie Mellon<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[\/accordion]\r\n\r\n&nbsp;\r\n<h2>Students: PhD Fellows<\/h2>\r\nMicrosoft Research awards a two-year fellowship to outstanding Ph.D. students. Past recipients with Ph.Ds. in Mobility &amp; Networking are:\r\n\r\n[accordion]\r\n\r\n[panel header=\"Past Ph.D. Fellowship\" Recipients]\r\n<ul>\r\n \t<li>Pan Hu,\u00a0U. Massachusetts\u00a0Amherst (2015-17)<\/li>\r\n \t<li>Yibo Zhu, UC Santa Barbara (2015-17)<\/li>\r\n \t<li>Fadel Adib, MIT (2014-16)<\/li>\r\n \t<li>Ashish Patro, University of Wisconsin (2012-14)<\/li>\r\n \t<li><a href=\"http:\/\/people.csail.mit.edu\/lenin\/\">Lenin Ravindranath Sivalingam<\/a>, MIT (2010-2012)<\/li>\r\n \t<li><a href=\"http:\/\/pages.cs.wisc.edu\/~shravan\/\">Shravan Rayanchu<\/a>, University of Wisconsin (2009-11)<\/li>\r\n \t<li><a href=\"http:\/\/www.eecs.harvard.edu\/~rohan\/Home.html\">Rohan Narayana Murty<\/a>, Harvard (2008-10)<\/li>\r\n \t<li>Aruna Balasubramanian, U. Massachusetts Amherst (2008-10)<\/li>\r\n \t<li>Karthik Lakshminarayanan, UC Berkeley (2005-07)<\/li>\r\n \t<li>Jinyang Li,\u00a0MIT (2004-05)<\/li>\r\n \t<li>Qiang Huang, Princeton (2004-05)<\/li>\r\n \t<li>Magdelena Balazinska, MIT (2003-05)<\/li>\r\n \t<li>Ratul Mahajan, University of Washington (2003-05)<\/li>\r\n \t<li>Ranveer Chandra, Cornell \u00a0(2002-05)<\/li>\r\n \t<li>David Andersen,\u00a0MIT (2002-04)<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[\/accordion]\r\n<h2>MNR Interns<\/h2>\r\n[accordion][panel header=\"Summer 2015\"]\r\n<ul>\r\n \t<li>Omid Alipourfard, Brown University<\/li>\r\n \t<li>Kevin Boos, Rice University<\/li>\r\n \t<li>Bo Chen, Ohio State University<\/li>\r\n \t<li>Tiffany Chen, MIT<\/li>\r\n \t<li>Seyed Fayazbakhsh, CMU<\/li>\r\n \t<li>Jonas Fietz, EPFL<\/li>\r\n \t<li>Rohan Gandhi, Purdue University<\/li>\r\n \t<li>Petko Georgiev, U. Cambridge, U.K<\/li>\r\n \t<li>Shubham Jain, Rutgers<\/li>\r\n \t<li>Junchen Jiang, CMU<\/li>\r\n \t<li>Yao Lu, University of Washington<\/li>\r\n \t<li>Jon Mace, Brown University<\/li>\r\n \t<li>Matthaios Olma, EPFL<\/li>\r\n \t<li>Saman Naderiparizi, University of Washington<\/li>\r\n \t<li>Justin Paupore, University of Michigan<\/li>\r\n \t<li>Lalith Suresh Puthalath, TU-Berlin<\/li>\r\n \t<li>Rahul Saladi, University of Minnesota<\/li>\r\n \t<li>Lynn Salameh, University College London, U.K.<\/li>\r\n \t<li>Aleksander Vitorovic, EPFL<\/li>\r\n \t<li>Yang Wu, University of\u00a0Pennsylvania<\/li>\r\n \t<li>Chao Xie, University of Texas Austin<\/li>\r\n \t<li>Haoyu Zhang, Princeton University<\/li>\r\n \t<li>Yongle Zhang, University of Toronto<\/li>\r\n \t<li>Hongze Zhao, Duke University<\/li>\r\n \t<li>Yibo Zhu, University of California Santa Barbara<\/li>\r\n \t<li>Danyang Zhuo, University of Washington<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[panel header=\"Summer 2014\"]\r\n<ul>\r\n \t<li>Abigail Atchison, Tahoma High School<\/li>\r\n \t<li>Anil Shanbhag, Massachusetts Institute of Technology<\/li>\r\n \t<li>Shivani Bahl, Lakeside School (now at Cornell University)<\/li>\r\n \t<li>Matt Calder, University of Southern California<\/li>\r\n \t<li>Chen Chen, ETH Zurich<\/li>\r\n \t<li>Kaifei Chen, University of California Berkeley<\/li>\r\n \t<li>Tony Ferrese, University of California Berkeley<\/li>\r\n \t<li>Peter Gao, University of California Berkeley<\/li>\r\n \t<li>Robert Grandl, University of Wisconsin Madison<\/li>\r\n \t<li>Kiryong Ha, Carnegie Mellon University<\/li>\r\n \t<li>Pan Hu, UMASS Amherst<\/li>\r\n \t<li>Ayush Kanodia, IIT Bombay<\/li>\r\n \t<li>Junaid Khalid, University of Washington Madison<\/li>\r\n \t<li>Rayman Preet Singh, University of Waterloo<\/li>\r\n \t<li>Daniel Ohene-Kwofie, University of Witwatersrand<\/li>\r\n \t<li>Qifan Pu, University of California Berkeley<\/li>\r\n \t<li>Delsey Sabu, Seattle Pacific University<\/li>\r\n \t<li>Haichen Shen, University of Washington<\/li>\r\n \t<li>Clay Shepard, Rice University<\/li>\r\n \t<li>Evangelia Skiani, Columbia University<\/li>\r\n \t<li>Raajay Viswanathan, University of Wisconsin Madison<\/li>\r\n \t<li>Tan Zhang, University of Wisconsin Madison<\/li>\r\n \t<li>Yibo Zhu, University of California\u00a0Santa Barbara<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[panel header=\"Summer 2013\"]\r\n<ul>\r\n \t<li>Chen Chen, Carnegie Mellon University<\/li>\r\n \t<li>Yu-Han (\"Tiffany\") Chen, Massachusetts Institute of Technology<\/li>\r\n \t<li>Lara Deek, University of California Santa Barbara<\/li>\r\n \t<li>Ilan Ari Fogel, University of California Los Angeles<\/li>\r\n \t<li>Rohan Gandhi, Purdue University<\/li>\r\n \t<li>Robert Grandl, University of Wisconsin Madison<\/li>\r\n \t<li>Cho-Yao Hong, University of Illinois Urbana Champaign<\/li>\r\n \t<li>Xin Jin, Princeton University<\/li>\r\n \t<li>Kyungmin (\"Jason\") Lee, University of Michigan Ann Arbor<\/li>\r\n \t<li>Frank Li, Massachusetts Institute of Technology<\/li>\r\n \t<li>Robert LiKamWa, Rice University<\/li>\r\n \t<li>Ashish Patro, University of Wisconsin Madison<\/li>\r\n \t<li>Chunyi Peng, University of California Los Angeles<\/li>\r\n \t<li>Sergey Grizan, Russian Intern Program<\/li>\r\n \t<li>Anil Atmanand Shanbhag, Indian Institute of Technology Kanpur<\/li>\r\n \t<li>Clayton Shepard, Rice University<\/li>\r\n \t<li>Lixin Shi, Massachusetts Institute of Technology<\/li>\r\n \t<li>Ashish\u00a0Vulimiri, University of Illinois Urbana Champaign<\/li>\r\n \t<li>Sangki Yun, University of Texas Austin<\/li>\r\n \t<li>Mariya Zheleva, University of California Santa Barbara<\/li>\r\n \t<li>Hongi (\"James\") Zheng, Stanford University<\/li>\r\n \t<li>Yibo Zhu, University of Texas Austin<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[panel header=\"Summer 2012\"]\r\n<ul>\r\n \t<li>Aakanksha Chowdhery, Stanford University.<\/li>\r\n \t<li>ABM Musa, University of Illinois at Chicago.<\/li>\r\n \t<li><a href=\"http:\/\/www.linkedin.com\/in\/anandpiyer\">Anand Padmanabha Iyer<\/a>, University of California, Berkeley.<\/li>\r\n \t<li>Chi-Yao Hong, University of Illinois at Chicago.<\/li>\r\n \t<li><a href=\"http:\/\/criederer.com\/\">Christopher Riederer<\/a>, Columbia University.<\/li>\r\n \t<li>Chun-Te Chun, University of Washington.<\/li>\r\n \t<li><a href=\"http:\/\/www.linkedin.com\/pub\/daehyeok-kim\/21\/970\/794\">Daehyeok Kim<\/a>, University of Texas, Austin.<\/li>\r\n \t<li><a href=\"http:\/\/www.cs.berkeley.edu\/~gautamk\/\">Guatum Kumar<\/a>, University of California, Berkeley.<\/li>\r\n \t<li>Hongqiang (Harry) Liu, Yale University.<\/li>\r\n \t<li><a href=\"http:\/\/www.cs.cmu.edu\/~hl\/\">Hyeontaek Lim<\/a>, Carnegie Mellon University.<\/li>\r\n \t<li>Luis D. Pedrosa, University of Southern California.<\/li>\r\n \t<li>Mikhail Rybalkin, Steklov Mathematical Institute.<\/li>\r\n \t<li>Parya Moinzadeh, University of Illinois, Urbana-Champaign.<\/li>\r\n \t<li>Peng Sun, Princeton University.<\/li>\r\n \t<li><a href=\"http:\/\/ssli.ee.washington.edu\/~rkiyer\/\">Rishabh Iyer<\/a>, University of Washington.<\/li>\r\n \t<li><a href=\"http:\/\/roblkw.com\/\">Robert Likamwa<\/a>, Rice University.<\/li>\r\n \t<li><a href=\"http:\/\/www.cs.washington.edu\/homes\/syhan\/\">Seungyeop Han<\/a>, University of Washington.<\/li>\r\n \t<li><a href=\"http:\/\/www-users.cs.umn.edu\/~viadhi\/\">Vijay Adhikari<\/a>, University of Minnesota.<\/li>\r\n \t<li>Virajith Jalaparti, University of Illinois, Urbana-Champaign.<\/li>\r\n \t<li><a href=\"http:\/\/www.cs.ucsb.edu\/~zengbin\/\">Zengbin Zhang<\/a>, University of California at Santa Barbara.<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[panel header=\"Summer 2011\"]\r\n<ul>\r\n \t<li>Xuan Bao, Duke University<\/li>\r\n \t<li>Apurv Bhartia, University of Texas Austin<\/li>\r\n \t<li>Anuj Kumar, Carnegie Mellon University<\/li>\r\n \t<li>Patrick Colp, University of British Columbia<\/li>\r\n \t<li>Eduardo Cuervo Laffaye, Duke University<\/li>\r\n \t<li>Qingxi Li, University of Illinois Urbana Champaign<\/li>\r\n \t<li>Brent Longstaff, University of California Los Angeles<\/li>\r\n \t<li>Radhika Mittal, Indian Institute of Technology Kanpur<\/li>\r\n \t<li>Ardalan Amiri Sani, Rice University<\/li>\r\n \t<li>Lenin Ravindranath Sivalingam, Massachusetts Institute Technology<\/li>\r\n \t<li>Tingxin Yan, University of Massachusetts Amherst<\/li>\r\n \t<li>Xia Zhou, University of California Santa Barbara<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[panel header=\"Summer 2010\"]\r\n<ul>\r\n \t<li>Sara Alspaugh, University of California Berkeley<\/li>\r\n \t<li><a href=\"http:\/\/www.cs.washington.edu\/homes\/ckd\/\">Colin Dixon<\/a>, University of Washington Seattle<\/li>\r\n \t<li>B. V. V. Sri Raj Dut,\u00a0Indian Institute of Technology Kanpur<\/li>\r\n \t<li><a href=\"http:\/\/www.cs.washington.edu\/homes\/dhalperi\/\">Daniel Halperin<\/a>, University of Wasington Seattle<\/li>\r\n \t<li>Srinivas Krishnan, Univ of North Carolina at Chapel Hill<\/li>\r\n \t<li><a href=\"http:\/\/cseweb.ucsd.edu\/~h8liu\/\">He Liu<\/a>, University of California San Diego<\/li>\r\n \t<li>Justin Manweiler, Duke University<\/li>\r\n \t<li>George P. Nychis, Carnegie Mellon University<\/li>\r\n \t<li>Radhika Niranjan Mysore, University of California San Diego<\/li>\r\n \t<li><a href=\"http:\/\/www.eecs.umich.edu\/~zhiyunq\/\">Zhiyun Qian<\/a>, University of Michigan<\/li>\r\n \t<li>Eric Rozner, University of Texas Austin<\/li>\r\n \t<li>Bo Tan, University of Illinois Urbana-Champaign<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[panel header=\"Summer 2009\"]\r\n<ul>\r\n \t<li><a href=\"http:\/\/pages.cs.wisc.edu\/~ashok\/\">Ashok Anand<\/a>,\u00a0 University of Wisconsin<\/li>\r\n \t<li>Mohammad Reza Alizadeh Attar,\u00a0 Stanford University<\/li>\r\n \t<li>Aruna Balasubramanian,\u00a0 University of Massachusetts Amherst<\/li>\r\n \t<li>Dae-ki Cho, Graduate Student, University of California Los Angeles<\/li>\r\n \t<li>Hossein Falaki,\u00a0 University of California Los Angeles<\/li>\r\n \t<li>Ang Li,\u00a0 Duke University<\/li>\r\n \t<li><a href=\"http:\/\/www.eecs.harvard.edu\/~rohan\/Home.html\">Rohan Narayana Murty<\/a>,\u00a0 Harvard University<\/li>\r\n \t<li>Radhika Niranjan Mysore,\u00a0 University of California San Diego<\/li>\r\n \t<li>Anh M. Nguyen,\u00a0 University of Illinois - Urbana Champaign<\/li>\r\n \t<li>George P. Nychis,\u00a0 Carnegie Mellon University<\/li>\r\n \t<li>Ki-Woong Park,\u00a0 KAIST<\/li>\r\n \t<li>Abhinav Pathak,\u00a0 Purdue University<\/li>\r\n \t<li>Swapnil Patil,\u00a0 Carnegie Mellon University<\/li>\r\n \t<li><a href=\"http:\/\/people.csail.mit.edu\/rahul\/\">Hariharan Rahul<\/a>,\u00a0 Massachusetts Institute of Technology<\/li>\r\n \t<li><a href=\"http:\/\/pages.cs.wisc.edu\/~shravan\/\">Shravan Rayanchu<\/a>,\u00a0 University of Wisconsin<\/li>\r\n \t<li><a href=\"http:\/\/www1.cs.columbia.edu\/~reich\/\">Joshua Reich<\/a>,\u00a0 Columbia University<\/li>\r\n \t<li>Alan C. Shieh,\u00a0 Cornel University<\/li>\r\n \t<li>Janani Sriram, Dartmouth University<\/li>\r\n \t<li>Eeyore Wang,\u00a0 Carnegie Mellon University<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[panel header=\"Summer 2008\"]\r\n<ul>\r\n \t<li>Nilanjan Banerjee, University of Massachusetts Amherst<\/li>\r\n \t<li>Mudit Jain, Indian Institute of Technology<\/li>\r\n \t<li>Zhichun Li, , Northwestern University<\/li>\r\n \t<li>Murtaza Motiwala, Georgia Institute of Technology<\/li>\r\n \t<li><a href=\"http:\/\/cseweb.ucsd.edu\/~pverkaik\/\">Patrick Verkaik<\/a>, University of California San Diego<\/li>\r\n \t<li>Ying Zhang, University of Michigan<\/li>\r\n \t<li>Zheng Zhang, Purdue University<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[panel header=\"Summer 2007\"]\r\n<ul>\r\n \t<li>Aruna Balasubramanian, University of Massachusetts Amherst. Vehicular Wi-Fi networking<\/li>\r\n \t<li><a href=\"http:\/\/www.cs.ucr.edu\/~dhiman\/\">Dhiman Barman<\/a>, University of California Riverside. IPTV management<\/li>\r\n \t<li>Xu Chen, University of Michigan. Dependency graph analysis in enterprise networks<\/li>\r\n \t<li>Brent Couvrette, Woodinville High School. Game bandwidth estimation<\/li>\r\n \t<li>Abhinav Jain, Indian Institute of Technology, Kanpur.\u00a0Internet connectivity in Microsoft's shuttle system.<\/li>\r\n \t<li>Vaishnav Janardhan, Columbia University. Datagram Congestion Control Protocol (DCCP) implementation on Windows.<\/li>\r\n \t<li>YongChul Kwon, University of Washington. Measuring and monitoring tools in Windows Live platform.<\/li>\r\n \t<li>YonugKi Lee, Korea Advanced Institute for Science &amp; Technology (KAIST). Game topological analysis<\/li>\r\n \t<li>Lindsey Poole, Princeton University. Netdiff for ISP performance comparison<\/li>\r\n \t<li>Ramya Raghavendra, University of California San Diego<\/li>\r\n \t<li>Nilendu Sekhar, Indian Institute of Technology Kanpur. Enterprise network management<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[panel header=\"Summer 2006\"]\r\n<ul>\r\n \t<li>Francisco Alvarez Cavazos,\u00a0ITESM - Monterrey, Mexico.<\/li>\r\n \t<li>Krishna Ramachandran,\u00a0 University of California Santa Barbara. Enabling group communications in wireless mesh networks<\/li>\r\n \t<li>Lun Li,\u00a0 California Institute of Technolog. Generalizing fault detection in enterprise networked applications<\/li>\r\n \t<li>Nikitas Liogkas,\u00a0 University of California Los Angeles. Self-diagnosing faults in web browsers<\/li>\r\n \t<li><a href=\"http:\/\/www.eecs.harvard.edu\/~rohan\/\">Rohan Murty<\/a>,\u00a0 Harvard University. Providing wireless access point functionality using desktop machines<\/li>\r\n \t<li><a href=\"http:\/\/nms.lcs.mit.edu\/~kandula\">Srikanth Kandula<\/a>,\u00a0 Massachusetts Institute of Technology. Diagnosing faults in enterprise networks<\/li>\r\n \t<li>Tulika Garg, Undergraduate, Indian Institute of Technology, Roorkie. Implementing the Mesh Connectivity Layer (MCL) in QualNet<\/li>\r\n \t<li>Vladimir Brik,\u00a0 University of Wisconsin. Self-diagnosing network faults in WiFi clients<\/li>\r\n \t<li><a href=\"http:\/\/www.synergylabs.org\/yuvraj\/\">Yuvraj Agarwal<\/a>, University of California San Diego.<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[panel header=\"Summer 2005\"]\r\n<ul>\r\n \t<li><a href=\"http:\/\/www.cs.uic.edu\/bin\/view\/Jakob\/WebHome\">Jakob Eriksson<\/a>, University of California Riverside. All-wireless offices.<\/li>\r\n \t<li><a href=\"http:\/\/marydilip.info\/\">Dilip Antony Joseph<\/a>, University of California Berkeley. Email reliability<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[panel header=\"Summer 2004\"]\r\n<ul>\r\n \t<li>Manish Anand, University of Michigan. Comparison study of 802.11 and 802.16<\/li>\r\n \t<li><a href=\"http:\/\/www.cs.cornell.edu\/people\/ranveer\">Ranveer Chandra<\/a>, Cornell University. Fault diagnosis in infrastructure wireless networks.<\/li>\r\n \t<li>Pradeep Kyasanur, University of Illinois, Urbana Champion. Enhancing wireless mesh networks by using a separate control channel.<\/li>\r\n \t<li>Ananth Rajagopala-Rao, University of California, Berkeley.<\/li>\r\n \t<li>Sriram Ramabhadran, University of California, San Diego. Internet measurement<\/li>\r\n \t<li>Sreedhar Veeravalli, Undergraduate, Indian Institute of Technology, India. Worked on TCPScope, a tool to analyze performance of TCP flows.<\/li>\r\n \t<li>Can Vuran, Ph.D. Candidate, Georgia Tech. Worked on measurements of directional antennas.<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[panel header=\"Summer 2003\"]\r\n<ul>\r\n \t<li><a href=\"http:\/\/www-2.cs.cmu.edu\/~ashu\/\">Ashwin Baharambe<\/a>, Carnegie Mellon University. Internet gaming<\/li>\r\n \t<li><a href=\"http:\/\/www.cs.cornell.edu\/people\/ranveer\">Ranveer Chandra<\/a>, Cornell University. Native WiFi and fault diagnosis in infrastructure wireless networks<\/li>\r\n \t<li>Dejan Kostic, Duke University. Light-weight distributed failure notifications (Fuse)<\/li>\r\n \t<li>Ananth Rajagopala-Rao, University of California, Berkeley. Trouble-shooting wireless mesh networks<\/li>\r\n \t<li>Amit Saha, Rice University. Developing tools for measuring corporate wireless networks<\/li>\r\n \t<li>Maneesh Varshney, University of California, Los Angeles. Neighbor location determination and MAC with directional antennas<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[panel header=\"Summer 2002\"]\r\n<div class=\"conM \">\r\n<ul>\r\n \t<li><a href=\"http:\/\/www.cs.cornell.edu\/people\/ranveer\/\">Ranveer Chandra<\/a>, Cornell University. MultiNet and placement of Internet TAPs in wireless mesh networks<\/li>\r\n \t<li>Kyle Jamieson, Massachusetts Institute of Technology. Bandwidth Sharing in Neighborhood Meshes<\/li>\r\n \t<li>Karthik Lakshminarayanan<a href=\"http:\/\/www.cs.berkeley.edu\/~karthik\">,<\/a> University of California, Berkeley. Worked on measurement of broadband networks<\/li>\r\n<\/ul>\r\n<\/div>\r\n<div><\/div>\r\n<div class=\"conM \"><\/div>\r\n[\/panel]\r\n\r\n[panel header=\"Summer 2001\"]\r\n<ul>\r\n \t<li>Eugene Shih, Massachusetts Institute of Technology. Hardware and systems aspects of the Universal Communicator.<\/li>\r\n \t<li>Kunwadee Sripanidulchai, Carnegie Mellon University. Peer-to-peer system for sharing Web content and on-demand streaming media content<\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[panel header=\"Summer 2000\"]\r\n<ul>\r\n \t<li>Anand Balachandran, University of California San Diego.<\/li>\r\n \t<li><a href=\"http:\/\/www.cs.cornell.edu\/lili\/ll.html\">Li Li<\/a>, Cornell University. Power conserving algorithms in ad hoc sensor networks<\/li>\r\n \t<li><a href=\"http:\/\/nms.lcs.mit.edu\/~aklmiu\/\">Allen Miu<\/a>, Massachusetts Institute of Technology\r\nMobility management within The CHOICE Network and its deployment.<\/li>\r\n \t<li>Shoamin Wang, Massachusetts Institute of Technology.\r\nWorked on Location Determination (WISH) and <a href=\"http:\/\/www.swiss.ai.mit.edu\/projects\/icampus\/projects\/studiomit.html\">StudioMIT<\/a><\/li>\r\n<\/ul>\r\n[\/panel]\r\n\r\n[\/accordion]<\/li>\r\n<\/ul>"}],"msr_impact_theme":[],"_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-group\/144899","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-group"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-group"}],"version-history":[{"count":89,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-group\/144899\/revisions"}],"predecessor-version":[{"id":1159843,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-group\/144899\/revisions\/1159843"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media\/501986"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=144899"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=144899"},{"taxonomy":"msr-group-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-group-type?post=144899"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=144899"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=144899"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}