{"id":507671,"date":"2018-09-26T11:02:40","date_gmt":"2018-09-26T18:02:40","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-event&#038;p=507671"},"modified":"2025-08-06T11:56:50","modified_gmt":"2025-08-06T18:56:50","slug":"osdi-2018","status":"publish","type":"msr-event","link":"https:\/\/www.microsoft.com\/en-us\/research\/event\/osdi-2018\/","title":{"rendered":"Microsoft @ OSDI 2018"},"content":{"rendered":"\n\n<p><strong>Venue: <\/strong><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.omnihotels.com\/hotels\/san-diego-la-costa\" target=\"_blank\" rel=\"noopener\">Omni La Costa Resort & Spa<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><br \/>\n2100 Costa Del Mar Road<br \/>\nCarlsbad, California\u00a0 92009<br \/>\nUSA<\/p>\n<p><strong>Website:<\/strong> <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/conference\/osdi18\" target=\"_blank\" rel=\"noopener\">OSDI 2018<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n<p>Microsoft is proud to be a silver sponsor of the <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/conference\/osdi18\" target=\"_blank\" rel=\"noopener\">13th USENIX Symposium on Operating Systems Design and Implementation (OSDI)<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> in Carlsbad, California, October 8-10, 2018. Come by our booth to chat with our experts, see demos of our latest research and find out about career opportunities with Microsoft.<\/p>\n<h2>Session Chairs<\/h2>\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/bhagwan\/\">Ranjita Bhagwan<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lorch\/\">Jay Lorch<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/irzha\/\">Irene Zhang<\/a><\/p>\n<h2>Program Committee Members<\/h2>\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/bhagwan\/\">Ranjita Bhagwan<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/mcastro\/\">Miguel Castro<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lacox\/\">Landon Cox<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lorch\/\">Jay Lorch<\/a><br \/>\nMing Wu<br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/irzha\/\">Irene Zhang<\/a><\/p>\n<p><span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n<h3>Monday, October 8, 2018 | 9:00 AM\u201310:20 AM<br \/>\nUnderstanding Failures<\/h3>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/huang\" target=\"_blank\" rel=\"noopener\">Capturing and Enhancing <em>In Situ<\/em> System Observability for Failure Detection<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\">Peng Huang, Chuanxiong Guo, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lorch\/\"><strong>Jacob R. Lorch<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a><em>,<\/em> <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lidongz\/\"><strong>Lidong Zhou<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <strong>Yingnong Dang<\/strong><\/p>\n<h4><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/rept-reverse-debugging-of-failures-in-deployed-software\/\" target=\"_blank\" rel=\"noopener\">REPT: Reverse Debugging of Failures in Deployed Software<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/wdcui\/\"><strong>Weidong Cui<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/xing\/\"><strong>Xinyang Ge<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Baris Kasikci, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/beniu\/\"><strong>Ben Niu<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Upamanyu Sharma, Ruoyu Wang, Insu Yun<\/p>\n<h3>Monday, October 8, 2018 | 2:00 PM\u20133:20 PM<br \/>\nScheduling<\/h3>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/berger\" target=\"_blank\" rel=\"noopener\">RobinHood: Tail Latency Aware Caching\u2014Dynamic Reallocation from Cache-Rich to Cache-Poor<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\">Daniel S. Berger and Benjamin Berg, Timothy Zhu, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/sidsen\/\"><strong>Siddhartha Sen<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Mor Harchol-Balter<\/p>\n<h3>Monday, October 8, 2018 | 3:50 PM\u20135:10 PM<br \/>\nData<\/h3>\n<h4><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/focus-querying-large-video-datasets-with-low-latency-and-low-cost\/\" target=\"_blank\" rel=\"noopener\">Focus: Querying Large Video Datasets with Low Latency and Low Cost<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\">Kevin Hsieh, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ga\/\"><strong>Ganesh Ananthanarayanan<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/peterb\/\"><strong>Peter Bodik<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <strong>Shivaram Venkataraman<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/bahl\/\"><strong>Paramvir Bahl<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/matthaip\/\"><strong>Matthai Philipose<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Phillip B. Gibbons, Onur Mutlu<\/p>\n<h3>Tuesday, October 9, 2018 | 9:00 AM-10:20 AM<br \/>\nVerification<\/h3>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/chajed\" target=\"_blank\" rel=\"noopener\">Verifying a concurrent mail server with CSPEC<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\">Tej Chajed, Frans Kaashoek, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/blampson\/\"><strong>Butler Lampson<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Nickolai Zeldovich<\/p>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/cis.upenn.edu\/~sga001\/papers\/spice-osdi18.pdf\" target=\"_blank\" rel=\"noopener\">Proving the correct execution of concurrent services in zero-knowledge<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/srinath\/\"><strong>Srinath Setty<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Sebastian Angel, <strong>Trinabh Gupta<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/jonatlee\/\"><strong>Jonathan Lee<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/p>\n<h3>Tuesday, October 9, 2018 | 10:50 AM\u201312:10 PM<br \/>\nReliability<\/h3>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/lockerman\" target=\"_blank\" rel=\"noopener\">The FuzzyLog: A Partially Ordered Shared Log<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\">Joshua Lockerman, Jose Faleiro, Juno Kim, and Soham Sankaran, Daniel J Abadi, James Aspnes, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/sidsen\/\"><strong>Siddhartha Sen<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Mahesh Balakrishnan<\/p>\n<h3>Tuesday, October 9, 2018 | 3:50 PM\u20135:10 PM<br \/>\nDebugging<\/h3>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/bhagwan\" target=\"_blank\" rel=\"noopener\">Orca: Differential Bug Localization in Large-Scale Services<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/bhagwan\/\"><strong>Ranjita Bhagwan<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/rahulku\/\"><strong>Rahul Kumar<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/chmaddil\/\"><strong>Chandra Sekhar Maddila<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <strong>Adithya Abraham Philip<\/strong><\/p>\n<h3>Wednesday, October 10, 2018 | 9:00 AM\u201310:20 AM<br \/>\nMachine Learning<\/h3>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/xiao\" target=\"_blank\" rel=\"noopener\">Gandiva: Introspective Cluster Scheduling for Deep Learning<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\"><strong>Wencong Xiao<\/strong>, <strong>Romil Bhardwaj<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ramjee\/\"><strong>Ramachandran Ramjee<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <strong>Muthian Sivathanu<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/nkwatra\/\"><strong>Nipun Kwatra<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <strong>Zhenhua Han<\/strong>, <strong>Pratyush Patel<\/strong>, <strong>Xuan Peng<\/strong>, <strong>Hanyu Zhao<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/quzha\/\"><strong>Quanlu Zhang<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/fanyang\/\"><strong>Fan Yang<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lidongz\/\"><strong>Lidong Zhou<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/p>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/arxiv.org\/abs\/1810.06115\" target=\"_blank\" rel=\"noopener\">PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\">Yunseong Lee, Alberto Scolari, Byung-Gon Chun, Marco Domenico Santambrogio, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/mweimer\/\"><strong>Markus Weimer<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>,<strong>Matteo Interlandi<\/strong><\/p>\n<h3>Wednesday, October 10, 2018 | 2:00 PM-3:20 PM<br \/>\nSecurity<\/h3>\n<h4><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/graviton-trusted-execution-environments-on-gpus\/\">Graviton: Trusted Execution Environments on GPUs<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/svolos\/\"><strong>Stavros Volos<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/kapilv\/\"><strong>Kapil Vaswani<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Rodrigo Bruno<\/p>\n<h3>Wednesday, October 10, 2018 | 3:50 PM\u20135:10 PM<br \/>\nGraphs and Data<\/h3>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/wang\" target=\"_blank\" rel=\"noopener\">RStream: Marrying Relational Algebra with Streaming for Efficient Graph Mining on A Single Machine<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\">Kai Wang, Zhiqiang Zuo, John Thorpe, Tim Nguyen, <strong>Guoqing Harry Xu<\/strong><\/p>\n<p><span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n<h3>Monday, October 8, 2018 | 6:00 PM\u20137:30 PM<br \/>\nCosta Del Sol Foyer<\/h3>\n<h4><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/focus-querying-large-video-datasets-with-low-latency-and-low-cost\/\">Focus: Querying Large Video Datasets with Low Latency and Low Cost<\/a><\/h4>\n<p style=\"padding-left: 30px\">Kevin Hsieh, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ga\/\"><strong>Ganesh Ananthanarayanan<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/peterb\/\"><strong>Peter Bodik<\/strong><\/a>, <strong>Shivaram Venkataraman<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/bahl\/\"><strong>Paramvir Bahl<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/matthaip\/\"><strong>Matthai Philipose<\/strong><\/a>, Phillip B. Gibbons, Onur Mutlu<\/p>\n<h4><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/rept-reverse-debugging-of-failures-in-deployed-software\/\">REPT: Reverse Debugging of Failures in Deployed Software<\/a><\/h4>\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/wdcui\/\"><strong>Weidong Cui<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/xing\/\"><strong>Xinyang Ge<\/strong><\/a>, Baris Kasikci, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/beniu\/\"><strong>Ben Niu<\/strong><\/a>, Upamanyu Sharma, Ruoyu Wang, Insu Yun<\/p>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/biblio-2239\" target=\"_blank\" rel=\"noopener\">RobinHood: Tail Latency Aware Caching\u2014Dynamic Reallocation from Cache-Rich to Cache-Poor<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\">Daniel S. Berger, Benjamin Berg, Timothy Zhu, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/sidsen\/\"><strong>Siddhartha Sen<\/strong><\/a>, Mor Harchol-Balter<\/p>\n<h4>Demikernel: An Operating System Architecture for Hardware-Accelerated Datacenter Servers<\/h4>\n<p style=\"padding-left: 30px\">Jing Liu, Amanda Austin, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/anbadam\/\"><strong>Anirudh Badam<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/irzha\/\"><strong>Irene Zhang<\/strong><\/a><\/p>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.cs.jhu.edu\/~huang\/paper\/panorama-osdi18.pdf\" target=\"_blank\" rel=\"noopener\">Capturing and Enhancing In Situ System Observability for Failure Detection<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\">Peng Huang, Chuanxiong Guo, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lorch\/\"><strong>Jacob R. Lorch<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lidongz\/\"><strong>Lidong Zhou<\/strong><\/a><\/p>\n<h3>Tuesday, October 9, 2018 | 6:00 PM\u20137:30 PM<br \/>\nCosta Del Sol Foyer<\/h3>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/xiao\" target=\"_blank\" rel=\"noopener\">Gandiva: Introspective Cluster Scheduling for Deep Learning<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\"><strong>Wencong Xiao<\/strong>, <strong>Romil Bhardwaj<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ramjee\/\"><strong>Ramachandran Ramjee<\/strong><\/a>, <strong>Muthian Sivathanu<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/nkwatra\/\">Nipun Kwatra<\/a>, <strong>Zhenhua Han<\/strong>, <strong>Pratyush Patel<\/strong>, <strong>Xuan Peng<\/strong>, <strong>Hanyu Zhao<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/quzha\/\"><strong>Quanlu Zhang<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/fanyang\/\"><strong>Fan Yang<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lidongz\/\"><strong>Lidong Zhou<\/strong><\/a><\/p>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/arxiv.org\/abs\/1810.06115\" target=\"_blank\" rel=\"noopener\">PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\">Yunseong Lee, Alberto Scolari, Byung-Gon Chun, Marco Domenico Santambrogio, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/mweimer\/\"><strong>Markus Weimer<\/strong><\/a>, <strong>Matteo Interlandi<\/strong><\/p>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/chajed\" target=\"_blank\" rel=\"noopener\">Verifying a concurrent mail server with CSPEC<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\">Tej Chajed, Frans Kaashoek, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/blampson\/\"><strong>Butler Lampson<\/strong><\/a>, Nickolai Zeldovich<\/p>\n<h4><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/graviton-trusted-execution-environments-on-gpus\/\">Graviton: Trusted Execution Environments on GPUs<\/a><\/h4>\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/svolos\/\"><strong>Stavros Volos<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/kapilv\/\"><strong>Kapil Vaswani<\/strong><\/a>, Rodrigo Bruno<\/p>\n<h4>Cracking Open the DNN Black Box: Split-Brain DNNs Across the Edge-Cloud Boundary<\/h4>\n<p style=\"padding-left: 30px\">John Emmons, Jestin Ma, Sadjad Fouladi, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ga\/\"><strong>Ganesh Ananthanarayanan<\/strong><\/a>, Shivaram Venkataraman, Silvio Savarese, Keith Winstein<\/p>\n<h4><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/proving-the-correct-execution-of-concurrent-services-in-zero-knowledge\/\">Proving the correct execution of concurrent services in zero-knowledge<\/a><\/h4>\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/srinath\/\"><strong>Srinath Setty<\/strong><\/a>, Sebastian Angel, <strong>Trinabh Gupta<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/jonatlee\/\"><strong>Jonathan Lee<\/strong><\/a><\/p>\n<h4>A Vision for Private Video Analytics as a Cloud Service<\/h4>\n<p style=\"padding-left: 30px\">Rishabh Poddar, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ga\/\">Ganesh Ananthanarayanan<\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/srinath\/\"><strong>Srinath Setty<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/svolos\/\"><strong>Stavros Volos<\/strong><\/a>, Raluca Ada Popa<\/p>\n<p><span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Microsoft is proud to be a silver sponsor of the 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI) in Carlsbad, CA, October 8-10, 2018. Come by our booth to chat with our experts, see demos of our latest research and find out about career opportunities with Microsoft.<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr_startdate":"2018-10-08","msr_enddate":"2018-10-10","msr_location":"Carlsbad, California, USA","msr_expirationdate":"","msr_event_recording_link":"","msr_event_link":"https:\/\/www.usenix.org\/user","msr_event_link_redirect":false,"msr_event_time":"","msr_hide_region":false,"msr_private_event":false,"msr_hide_image_in_river":0,"footnotes":""},"research-area":[13547],"msr-region":[197900],"msr-event-type":[197941],"msr-video-type":[],"msr-locale":[268875],"msr-program-audience":[],"msr-post-option":[],"msr-impact-theme":[],"class_list":["post-507671","msr-event","type-msr-event","status-publish","hentry","msr-research-area-systems-and-networking","msr-region-north-america","msr-event-type-conferences","msr-locale-en_us"],"msr_about":"<!-- wp:msr\/event-details {\"title\":\"Microsoft @ OSDI 2018\",\"backgroundColor\":\"grey\"} \/-->\n\n<!-- wp:msr\/content-tabs --><!-- wp:msr\/content-tab {\"title\":\"About\"} --><!-- wp:freeform --><p><strong>Venue: <\/strong><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.omnihotels.com\/hotels\/san-diego-la-costa\" target=\"_blank\" rel=\"noopener\">Omni La Costa Resort &amp; Spa<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><br \/>\n2100 Costa Del Mar Road<br \/>\nCarlsbad, California\u00a0 92009<br \/>\nUSA<\/p>\n<p><strong>Website:<\/strong> <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/conference\/osdi18\" target=\"_blank\" rel=\"noopener\">OSDI 2018<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n<p>Microsoft is proud to be a silver sponsor of the <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/conference\/osdi18\" target=\"_blank\" rel=\"noopener\">13th USENIX Symposium on Operating Systems Design and Implementation (OSDI)<\/a> in Carlsbad, California, October 8-10, 2018. Come by our booth to chat with our experts, see demos of our latest research and find out about career opportunities with Microsoft.<\/p>\n<h2>Session Chairs<\/h2>\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/bhagwan\/\">Ranjita Bhagwan<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lorch\/\">Jay Lorch<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/irzha\/\">Irene Zhang<\/a><\/p>\n<h2>Program Committee Members<\/h2>\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/bhagwan\/\">Ranjita Bhagwan<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/mcastro\/\">Miguel Castro<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lacox\/\">Landon Cox<\/a><br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lorch\/\">Jay Lorch<\/a><br \/>\nMing Wu<br \/>\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/irzha\/\">Irene Zhang<\/a><\/p>\n<p><span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n<!-- \/wp:freeform --><!-- \/wp:msr\/content-tab --><!-- wp:msr\/content-tab {\"title\":\"Technical Sessions\"} --><!-- wp:freeform --><h3>Monday, October 8, 2018 | 9:00 AM\u201310:20 AM<br \/>\nUnderstanding Failures<\/h3>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/huang\" target=\"_blank\" rel=\"noopener\">Capturing and Enhancing <em>In Situ<\/em> System Observability for Failure Detection<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\">Peng Huang, Chuanxiong Guo, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lorch\/\"><strong>Jacob R. Lorch<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a><em>,<\/em> <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lidongz\/\"><strong>Lidong Zhou<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <strong>Yingnong Dang<\/strong><\/p>\n<h4><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/rept-reverse-debugging-of-failures-in-deployed-software\/\" target=\"_blank\" rel=\"noopener\">REPT: Reverse Debugging of Failures in Deployed Software<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/wdcui\/\"><strong>Weidong Cui<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/xing\/\"><strong>Xinyang Ge<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Baris Kasikci, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/beniu\/\"><strong>Ben Niu<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Upamanyu Sharma, Ruoyu Wang, Insu Yun<\/p>\n<h3>Monday, October 8, 2018 | 2:00 PM\u20133:20 PM<br \/>\nScheduling<\/h3>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/berger\" target=\"_blank\" rel=\"noopener\">RobinHood: Tail Latency Aware Caching\u2014Dynamic Reallocation from Cache-Rich to Cache-Poor<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\">Daniel S. Berger and Benjamin Berg, Timothy Zhu, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/sidsen\/\"><strong>Siddhartha Sen<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Mor Harchol-Balter<\/p>\n<h3>Monday, October 8, 2018 | 3:50 PM\u20135:10 PM<br \/>\nData<\/h3>\n<h4><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/focus-querying-large-video-datasets-with-low-latency-and-low-cost\/\" target=\"_blank\" rel=\"noopener\">Focus: Querying Large Video Datasets with Low Latency and Low Cost<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\">Kevin Hsieh, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ga\/\"><strong>Ganesh Ananthanarayanan<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/peterb\/\"><strong>Peter Bodik<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <strong>Shivaram Venkataraman<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/bahl\/\"><strong>Paramvir Bahl<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/matthaip\/\"><strong>Matthai Philipose<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Phillip B. Gibbons, Onur Mutlu<\/p>\n<h3>Tuesday, October 9, 2018 | 9:00 AM-10:20 AM<br \/>\nVerification<\/h3>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/chajed\" target=\"_blank\" rel=\"noopener\">Verifying a concurrent mail server with CSPEC<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\">Tej Chajed, Frans Kaashoek, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/blampson\/\"><strong>Butler Lampson<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Nickolai Zeldovich<\/p>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/cis.upenn.edu\/~sga001\/papers\/spice-osdi18.pdf\" target=\"_blank\" rel=\"noopener\">Proving the correct execution of concurrent services in zero-knowledge<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/srinath\/\"><strong>Srinath Setty<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Sebastian Angel, <strong>Trinabh Gupta<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/jonatlee\/\"><strong>Jonathan Lee<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/p>\n<h3>Tuesday, October 9, 2018 | 10:50 AM\u201312:10 PM<br \/>\nReliability<\/h3>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/lockerman\" target=\"_blank\" rel=\"noopener\">The FuzzyLog: A Partially Ordered Shared Log<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\">Joshua Lockerman, Jose Faleiro, Juno Kim, and Soham Sankaran, Daniel J Abadi, James Aspnes, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/sidsen\/\"><strong>Siddhartha Sen<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Mahesh Balakrishnan<\/p>\n<h3>Tuesday, October 9, 2018 | 3:50 PM\u20135:10 PM<br \/>\nDebugging<\/h3>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/bhagwan\" target=\"_blank\" rel=\"noopener\">Orca: Differential Bug Localization in Large-Scale Services<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/bhagwan\/\"><strong>Ranjita Bhagwan<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/rahulku\/\"><strong>Rahul Kumar<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/chmaddil\/\"><strong>Chandra Sekhar Maddila<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <strong>Adithya Abraham Philip<\/strong><\/p>\n<h3>Wednesday, October 10, 2018 | 9:00 AM\u201310:20 AM<br \/>\nMachine Learning<\/h3>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/xiao\" target=\"_blank\" rel=\"noopener\">Gandiva: Introspective Cluster Scheduling for Deep Learning<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\"><strong>Wencong Xiao<\/strong>, <strong>Romil Bhardwaj<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ramjee\/\"><strong>Ramachandran Ramjee<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <strong>Muthian Sivathanu<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/nkwatra\/\"><strong>Nipun Kwatra<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <strong>Zhenhua Han<\/strong>, <strong>Pratyush Patel<\/strong>, <strong>Xuan Peng<\/strong>, <strong>Hanyu Zhao<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/quzha\/\"><strong>Quanlu Zhang<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/fanyang\/\"><strong>Fan Yang<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lidongz\/\"><strong>Lidong Zhou<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/p>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/arxiv.org\/abs\/1810.06115\" target=\"_blank\" rel=\"noopener\">PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\">Yunseong Lee, Alberto Scolari, Byung-Gon Chun, Marco Domenico Santambrogio, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/mweimer\/\"><strong>Markus Weimer<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>,<strong>Matteo Interlandi<\/strong><\/p>\n<h3>Wednesday, October 10, 2018 | 2:00 PM-3:20 PM<br \/>\nSecurity<\/h3>\n<h4><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/graviton-trusted-execution-environments-on-gpus\/\">Graviton: Trusted Execution Environments on GPUs<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/svolos\/\"><strong>Stavros Volos<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/kapilv\/\"><strong>Kapil Vaswani<\/strong><span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, Rodrigo Bruno<\/p>\n<h3>Wednesday, October 10, 2018 | 3:50 PM\u20135:10 PM<br \/>\nGraphs and Data<\/h3>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/wang\" target=\"_blank\" rel=\"noopener\">RStream: Marrying Relational Algebra with Streaming for Efficient Graph Mining on A Single Machine<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n<p style=\"padding-left: 30px\">Kai Wang, Zhiqiang Zuo, John Thorpe, Tim Nguyen, <strong>Guoqing Harry Xu<\/strong><\/p>\n<p><span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n<!-- \/wp:freeform --><!-- \/wp:msr\/content-tab --><!-- wp:msr\/content-tab {\"title\":\"Poster Sessions\"} --><!-- wp:freeform --><h3>Monday, October 8, 2018 | 6:00 PM\u20137:30 PM<br \/>\nCosta Del Sol Foyer<\/h3>\n<h4><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/focus-querying-large-video-datasets-with-low-latency-and-low-cost\/\">Focus: Querying Large Video Datasets with Low Latency and Low Cost<\/a><\/h4>\n<p style=\"padding-left: 30px\">Kevin Hsieh, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ga\/\"><strong>Ganesh Ananthanarayanan<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/peterb\/\"><strong>Peter Bodik<\/strong><\/a>, <strong>Shivaram Venkataraman<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/bahl\/\"><strong>Paramvir Bahl<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/matthaip\/\"><strong>Matthai Philipose<\/strong><\/a>, Phillip B. Gibbons, Onur Mutlu<\/p>\n<h4><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/rept-reverse-debugging-of-failures-in-deployed-software\/\">REPT: Reverse Debugging of Failures in Deployed Software<\/a><\/h4>\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/wdcui\/\"><strong>Weidong Cui<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/xing\/\"><strong>Xinyang Ge<\/strong><\/a>, Baris Kasikci, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/beniu\/\"><strong>Ben Niu<\/strong><\/a>, Upamanyu Sharma, Ruoyu Wang, Insu Yun<\/p>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/biblio-2239\" target=\"_blank\" rel=\"noopener\">RobinHood: Tail Latency Aware Caching\u2014Dynamic Reallocation from Cache-Rich to Cache-Poor<\/a><\/h4>\n<p style=\"padding-left: 30px\">Daniel S. Berger, Benjamin Berg, Timothy Zhu, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/sidsen\/\"><strong>Siddhartha Sen<\/strong><\/a>, Mor Harchol-Balter<\/p>\n<h4>Demikernel: An Operating System Architecture for Hardware-Accelerated Datacenter Servers<\/h4>\n<p style=\"padding-left: 30px\">Jing Liu, Amanda Austin, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/anbadam\/\"><strong>Anirudh Badam<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/irzha\/\"><strong>Irene Zhang<\/strong><\/a><\/p>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.cs.jhu.edu\/~huang\/paper\/panorama-osdi18.pdf\" target=\"_blank\" rel=\"noopener\">Capturing and Enhancing In Situ System Observability for Failure Detection<\/a><\/h4>\n<p style=\"padding-left: 30px\">Peng Huang, Chuanxiong Guo, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lorch\/\"><strong>Jacob R. Lorch<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lidongz\/\"><strong>Lidong Zhou<\/strong><\/a><\/p>\n<h3>Tuesday, October 9, 2018 | 6:00 PM\u20137:30 PM<br \/>\nCosta Del Sol Foyer<\/h3>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/xiao\" target=\"_blank\" rel=\"noopener\">Gandiva: Introspective Cluster Scheduling for Deep Learning<\/a><\/h4>\n<p style=\"padding-left: 30px\"><strong>Wencong Xiao<\/strong>, <strong>Romil Bhardwaj<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ramjee\/\"><strong>Ramachandran Ramjee<\/strong><\/a>, <strong>Muthian Sivathanu<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/nkwatra\/\">Nipun Kwatra<\/a>, <strong>Zhenhua Han<\/strong>, <strong>Pratyush Patel<\/strong>, <strong>Xuan Peng<\/strong>, <strong>Hanyu Zhao<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/quzha\/\"><strong>Quanlu Zhang<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/fanyang\/\"><strong>Fan Yang<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lidongz\/\"><strong>Lidong Zhou<\/strong><\/a><\/p>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/arxiv.org\/abs\/1810.06115\" target=\"_blank\" rel=\"noopener\">PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems<\/a><\/h4>\n<p style=\"padding-left: 30px\">Yunseong Lee, Alberto Scolari, Byung-Gon Chun, Marco Domenico Santambrogio, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/mweimer\/\"><strong>Markus Weimer<\/strong><\/a>, <strong>Matteo Interlandi<\/strong><\/p>\n<h4><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/chajed\" target=\"_blank\" rel=\"noopener\">Verifying a concurrent mail server with CSPEC<\/a><\/h4>\n<p style=\"padding-left: 30px\">Tej Chajed, Frans Kaashoek, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/blampson\/\"><strong>Butler Lampson<\/strong><\/a>, Nickolai Zeldovich<\/p>\n<h4><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/graviton-trusted-execution-environments-on-gpus\/\">Graviton: Trusted Execution Environments on GPUs<\/a><\/h4>\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/svolos\/\"><strong>Stavros Volos<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/kapilv\/\"><strong>Kapil Vaswani<\/strong><\/a>, Rodrigo Bruno<\/p>\n<h4>Cracking Open the DNN Black Box: Split-Brain DNNs Across the Edge-Cloud Boundary<\/h4>\n<p style=\"padding-left: 30px\">John Emmons, Jestin Ma, Sadjad Fouladi, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ga\/\"><strong>Ganesh Ananthanarayanan<\/strong><\/a>, Shivaram Venkataraman, Silvio Savarese, Keith Winstein<\/p>\n<h4><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/proving-the-correct-execution-of-concurrent-services-in-zero-knowledge\/\">Proving the correct execution of concurrent services in zero-knowledge<\/a><\/h4>\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/srinath\/\"><strong>Srinath Setty<\/strong><\/a>, Sebastian Angel, <strong>Trinabh Gupta<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/jonatlee\/\"><strong>Jonathan Lee<\/strong><\/a><\/p>\n<h4>A Vision for Private Video Analytics as a Cloud Service<\/h4>\n<p style=\"padding-left: 30px\">Rishabh Poddar, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ga\/\">Ganesh Ananthanarayanan<\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/srinath\/\"><strong>Srinath Setty<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/svolos\/\"><strong>Stavros Volos<\/strong><\/a>, Raluca Ada Popa<\/p>\n<p><span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n<!-- \/wp:freeform --><!-- \/wp:msr\/content-tab --><!-- \/wp:msr\/content-tabs -->","tab-content":[{"id":0,"name":"About","content":"Microsoft is proud to be a silver sponsor of the <a href=\"https:\/\/www.usenix.org\/conference\/osdi18\" target=\"_blank\" rel=\"noopener\">13th USENIX Symposium on Operating Systems Design and Implementation (OSDI)<\/a> in Carlsbad, California, October 8-10, 2018. Come by our booth to chat with our experts, see demos of our latest research and find out about career opportunities with Microsoft.\r\n<h2>Session Chairs<\/h2>\r\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/bhagwan\/\">Ranjita Bhagwan<\/a>\r\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lorch\/\">Jay Lorch<\/a>\r\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/irzha\/\">Irene Zhang<\/a><\/p>\r\n\r\n<h2>Program Committee Members<\/h2>\r\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/bhagwan\/\">Ranjita Bhagwan<\/a>\r\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/mcastro\/\">Miguel Castro<\/a>\r\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lacox\/\">Landon Cox<\/a>\r\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lorch\/\">Jay Lorch<\/a>\r\nMing Wu\r\n<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/irzha\/\">Irene Zhang<\/a><\/p>"},{"id":1,"name":"Technical Sessions","content":"<h3>Monday, October 8, 2018 | 9:00 AM\u201310:20 AM\r\nUnderstanding Failures<\/h3>\r\n<h4><a href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/huang\" target=\"_blank\" rel=\"noopener\">Capturing and Enhancing <em>In Situ<\/em> System Observability for Failure Detection<\/a><\/h4>\r\n<p style=\"padding-left: 30px\">Peng Huang, Chuanxiong Guo, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lorch\/\"><strong>Jacob R. Lorch<\/strong><\/a><em>,<\/em> <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lidongz\/\"><strong>Lidong Zhou<\/strong><\/a>, <strong>Yingnong Dang<\/strong><\/p>\r\n\r\n<h4><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/rept-reverse-debugging-of-failures-in-deployed-software\/\" target=\"_blank\" rel=\"noopener\">REPT: Reverse Debugging of Failures in Deployed Software<\/a><\/h4>\r\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/wdcui\/\"><strong>Weidong Cui<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/xing\/\"><strong>Xinyang Ge<\/strong><\/a>, Baris Kasikci, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/beniu\/\"><strong>Ben Niu<\/strong><\/a>, Upamanyu Sharma, Ruoyu Wang, Insu Yun<\/p>\r\n\r\n<h3>Monday, October 8, 2018 | 2:00 PM\u20133:20 PM\r\nScheduling<\/h3>\r\n<h4><a href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/berger\" target=\"_blank\" rel=\"noopener\">RobinHood: Tail Latency Aware Caching\u2014Dynamic Reallocation from Cache-Rich to Cache-Poor<\/a><\/h4>\r\n<p style=\"padding-left: 30px\">Daniel S. Berger and Benjamin Berg, Timothy Zhu, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/sidsen\/\"><strong>Siddhartha Sen<\/strong><\/a>, Mor Harchol-Balter<\/p>\r\n\r\n<h3>Monday, October 8, 2018 | 3:50 PM\u20135:10 PM\r\nData<\/h3>\r\n<h4><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/focus-querying-large-video-datasets-with-low-latency-and-low-cost\/\" target=\"_blank\" rel=\"noopener\">Focus: Querying Large Video Datasets with Low Latency and Low Cost<\/a><\/h4>\r\n<p style=\"padding-left: 30px\">Kevin Hsieh, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ga\/\"><strong>Ganesh Ananthanarayanan<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/peterb\/\"><strong>Peter Bodik<\/strong><\/a>, <strong>Shivaram Venkataraman<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/bahl\/\"><strong>Paramvir Bahl<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/matthaip\/\"><strong>Matthai Philipose<\/strong><\/a>, Phillip B. Gibbons, Onur Mutlu<\/p>\r\n\r\n<h3>Tuesday, October 9, 2018 | 9:00 AM-10:20 AM\r\nVerification<\/h3>\r\n<h4><a href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/chajed\" target=\"_blank\" rel=\"noopener\">Verifying a concurrent mail server with CSPEC<\/a><\/h4>\r\n<p style=\"padding-left: 30px\">Tej Chajed, Frans Kaashoek, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/blampson\/\"><strong>Butler Lampson<\/strong><\/a>, Nickolai Zeldovich<\/p>\r\n\r\n<h4><a href=\"https:\/\/cis.upenn.edu\/~sga001\/papers\/spice-osdi18.pdf\" target=\"_blank\" rel=\"noopener\">Proving the correct execution of concurrent services in zero-knowledge<\/a><\/h4>\r\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/srinath\/\"><strong>Srinath Setty<\/strong><\/a>, Sebastian Angel, <strong>Trinabh Gupta<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/jonatlee\/\"><strong>Jonathan Lee<\/strong><\/a><\/p>\r\n\r\n<h3>Tuesday, October 9, 2018 | 10:50 AM\u201312:10 PM\r\nReliability<\/h3>\r\n<h4><a href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/lockerman\" target=\"_blank\" rel=\"noopener\">The FuzzyLog: A Partially Ordered Shared Log<\/a><\/h4>\r\n<p style=\"padding-left: 30px\">Joshua Lockerman, Jose Faleiro, Juno Kim, and Soham Sankaran, Daniel J Abadi, James Aspnes, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/sidsen\/\"><strong>Siddhartha Sen<\/strong><\/a>, Mahesh Balakrishnan<\/p>\r\n\r\n<h3>Tuesday, October 9, 2018 | 3:50 PM\u20135:10 PM\r\nDebugging<\/h3>\r\n<h4><a href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/bhagwan\" target=\"_blank\" rel=\"noopener\">Orca: Differential Bug Localization in Large-Scale Services<\/a><\/h4>\r\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/bhagwan\/\"><strong>Ranjita Bhagwan<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/rahulku\/\"><strong>Rahul Kumar<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/chmaddil\/\"><strong>Chandra Sekhar Maddila<\/strong><\/a>, <strong>Adithya Abraham Philip<\/strong><\/p>\r\n\r\n<h3>Wednesday, October 10, 2018 | 9:00 AM\u201310:20 AM\r\nMachine Learning<\/h3>\r\n<h4><a href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/xiao\" target=\"_blank\" rel=\"noopener\">Gandiva: Introspective Cluster Scheduling for Deep Learning<\/a><\/h4>\r\n<p style=\"padding-left: 30px\"><strong>Wencong Xiao<\/strong>, <strong>Romil Bhardwaj<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ramjee\/\"><strong>Ramachandran Ramjee<\/strong><\/a>, <strong>Muthian Sivathanu<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/nkwatra\/\"><strong>Nipun Kwatra<\/strong><\/a>, <strong>Zhenhua Han<\/strong>, <strong>Pratyush Patel<\/strong>, <strong>Xuan Peng<\/strong>, <strong>Hanyu Zhao<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/quzha\/\"><strong>Quanlu Zhang<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/fanyang\/\"><strong>Fan Yang<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lidongz\/\"><strong>Lidong Zhou<\/strong><\/a><\/p>\r\n\r\n<h4><a href=\"https:\/\/arxiv.org\/abs\/1810.06115\" target=\"_blank\" rel=\"noopener\">PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems<\/a><\/h4>\r\n<p style=\"padding-left: 30px\">Yunseong Lee, Alberto Scolari, Byung-Gon Chun, Marco Domenico Santambrogio, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/mweimer\/\"><strong>Markus Weimer<\/strong><\/a>,<strong>Matteo Interlandi<\/strong><\/p>\r\n\r\n<h3>Wednesday, October 10, 2018 | 2:00 PM-3:20 PM\r\nSecurity<\/h3>\r\n<h4><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/graviton-trusted-execution-environments-on-gpus\/\">Graviton: Trusted Execution Environments on GPUs<\/a><\/h4>\r\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/svolos\/\"><strong>Stavros Volos<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/kapilv\/\"><strong>Kapil Vaswani<\/strong><\/a>, Rodrigo Bruno<\/p>\r\n\r\n<h3>Wednesday, October 10, 2018 | 3:50 PM\u20135:10 PM\r\nGraphs and Data<\/h3>\r\n<h4><a href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/wang\" target=\"_blank\" rel=\"noopener\">RStream: Marrying Relational Algebra with Streaming for Efficient Graph Mining on A Single Machine<\/a><\/h4>\r\n<p style=\"padding-left: 30px\">Kai Wang, Zhiqiang Zuo, John Thorpe, Tim Nguyen, <strong>Guoqing Harry Xu<\/strong><\/p>"},{"id":2,"name":"Poster Sessions","content":"<h3>Monday, October 8, 2018 | 6:00 PM\u20137:30 PM\r\nCosta Del Sol Foyer<\/h3>\r\n<h4><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/focus-querying-large-video-datasets-with-low-latency-and-low-cost\/\">Focus: Querying Large Video Datasets with Low Latency and Low Cost<\/a><\/h4>\r\n<p style=\"padding-left: 30px\">Kevin Hsieh, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ga\/\"><strong>Ganesh Ananthanarayanan<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/peterb\/\"><strong>Peter Bodik<\/strong><\/a>, <strong>Shivaram Venkataraman<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/bahl\/\"><strong>Paramvir Bahl<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/matthaip\/\"><strong>Matthai Philipose<\/strong><\/a>, Phillip B. Gibbons, Onur Mutlu<\/p>\r\n\r\n<h4><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/rept-reverse-debugging-of-failures-in-deployed-software\/\">REPT: Reverse Debugging of Failures in Deployed Software<\/a><\/h4>\r\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/wdcui\/\"><strong>Weidong Cui<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/xing\/\"><strong>Xinyang Ge<\/strong><\/a>, Baris Kasikci, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/beniu\/\"><strong>Ben Niu<\/strong><\/a>, Upamanyu Sharma, Ruoyu Wang, Insu Yun<\/p>\r\n\r\n<h4><a href=\"https:\/\/www.usenix.org\/biblio-2239\" target=\"_blank\" rel=\"noopener\">RobinHood: Tail Latency Aware Caching\u2014Dynamic Reallocation from Cache-Rich to Cache-Poor<\/a><\/h4>\r\n<p style=\"padding-left: 30px\">Daniel S. Berger, Benjamin Berg, Timothy Zhu, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/sidsen\/\"><strong>Siddhartha Sen<\/strong><\/a>, Mor Harchol-Balter<\/p>\r\n\r\n<h4>Demikernel: An Operating System Architecture for Hardware-Accelerated Datacenter Servers<\/h4>\r\n<p style=\"padding-left: 30px\">Jing Liu, Amanda Austin, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/anbadam\/\"><strong>Anirudh Badam<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/irzha\/\"><strong>Irene Zhang<\/strong><\/a><\/p>\r\n\r\n<h4><a href=\"https:\/\/www.cs.jhu.edu\/~huang\/paper\/panorama-osdi18.pdf\" target=\"_blank\" rel=\"noopener\">Capturing and Enhancing In Situ System Observability for Failure Detection<\/a><\/h4>\r\n<p style=\"padding-left: 30px\">Peng Huang, Chuanxiong Guo, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lorch\/\"><strong>Jacob R. Lorch<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lidongz\/\"><strong>Lidong Zhou<\/strong><\/a><\/p>\r\n\r\n<h3>Tuesday, October 9, 2018 | 6:00 PM\u20137:30 PM\r\nCosta Del Sol Foyer<\/h3>\r\n<h4><a href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/xiao\" target=\"_blank\" rel=\"noopener\">Gandiva: Introspective Cluster Scheduling for Deep Learning<\/a><\/h4>\r\n<p style=\"padding-left: 30px\"><strong>Wencong Xiao<\/strong>, <strong>Romil Bhardwaj<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ramjee\/\"><strong>Ramachandran Ramjee<\/strong><\/a>, <strong>Muthian Sivathanu<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/nkwatra\/\">Nipun Kwatra<\/a>, <strong>Zhenhua Han<\/strong>, <strong>Pratyush Patel<\/strong>, <strong>Xuan Peng<\/strong>, <strong>Hanyu Zhao<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/quzha\/\"><strong>Quanlu Zhang<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/fanyang\/\"><strong>Fan Yang<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/lidongz\/\"><strong>Lidong Zhou<\/strong><\/a><\/p>\r\n\r\n<h4><a href=\"https:\/\/arxiv.org\/abs\/1810.06115\" target=\"_blank\" rel=\"noopener\">PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems<\/a><\/h4>\r\n<p style=\"padding-left: 30px\">Yunseong Lee, Alberto Scolari, Byung-Gon Chun, Marco Domenico Santambrogio, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/mweimer\/\"><strong>Markus Weimer<\/strong><\/a>, <strong>Matteo Interlandi<\/strong><\/p>\r\n\r\n<h4><a href=\"https:\/\/www.usenix.org\/conference\/osdi18\/presentation\/chajed\" target=\"_blank\" rel=\"noopener\">Verifying a concurrent mail server with CSPEC<\/a><\/h4>\r\n<p style=\"padding-left: 30px\">Tej Chajed, Frans Kaashoek, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/blampson\/\"><strong>Butler Lampson<\/strong><\/a>, Nickolai Zeldovich<\/p>\r\n\r\n<h4><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/graviton-trusted-execution-environments-on-gpus\/\">Graviton: Trusted Execution Environments on GPUs<\/a><\/h4>\r\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/svolos\/\"><strong>Stavros Volos<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/kapilv\/\"><strong>Kapil Vaswani<\/strong><\/a>, Rodrigo Bruno<\/p>\r\n\r\n<h4>Cracking Open the DNN Black Box: Split-Brain DNNs Across the Edge-Cloud Boundary<\/h4>\r\n<p style=\"padding-left: 30px\">John Emmons, Jestin Ma, Sadjad Fouladi, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ga\/\"><strong>Ganesh Ananthanarayanan<\/strong><\/a>, Shivaram Venkataraman, Silvio Savarese, Keith Winstein<\/p>\r\n\r\n<h4><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/proving-the-correct-execution-of-concurrent-services-in-zero-knowledge\/\">Proving the correct execution of concurrent services in zero-knowledge<\/a><\/h4>\r\n<p style=\"padding-left: 30px\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/srinath\/\"><strong>Srinath Setty<\/strong><\/a>, Sebastian Angel, <strong>Trinabh Gupta<\/strong>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/jonatlee\/\"><strong>Jonathan Lee<\/strong><\/a><\/p>\r\n\r\n<h4>A Vision for Private Video Analytics as a Cloud Service<\/h4>\r\n<p style=\"padding-left: 30px\">Rishabh Poddar, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ga\/\">Ganesh Ananthanarayanan<\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/srinath\/\"><strong>Srinath Setty<\/strong><\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/svolos\/\"><strong>Stavros Volos<\/strong><\/a>, Raluca Ada Popa<\/p>"}],"msr_startdate":"2018-10-08","msr_enddate":"2018-10-10","msr_event_time":"","msr_location":"Carlsbad, California, USA","msr_event_link":"https:\/\/www.usenix.org\/user","msr_event_recording_link":"","msr_startdate_formatted":"October 8, 2018","msr_register_text":"Watch now","msr_cta_link":"https:\/\/www.usenix.org\/user","msr_cta_text":"Watch now","msr_cta_bi_name":"Event Register","featured_image_thumbnail":null,"event_excerpt":"Microsoft is proud to be a silver sponsor of the 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI) in Carlsbad, CA, October 8-10, 2018. Come by our booth to chat with our experts, see demos of our latest research and find out about career opportunities with Microsoft.","msr_research_lab":[199560,199562,199565],"related-researchers":[],"msr_impact_theme":[],"related-academic-programs":[],"related-groups":[],"related-projects":[],"related-opportunities":[],"related-publications":[787831],"related-videos":[],"related-posts":[508862],"_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-event\/507671","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-event"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-event"}],"version-history":[{"count":2,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-event\/507671\/revisions"}],"predecessor-version":[{"id":1147075,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-event\/507671\/revisions\/1147075"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=507671"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=507671"},{"taxonomy":"msr-region","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-region?post=507671"},{"taxonomy":"msr-event-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-event-type?post=507671"},{"taxonomy":"msr-video-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video-type?post=507671"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=507671"},{"taxonomy":"msr-program-audience","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-program-audience?post=507671"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=507671"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=507671"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}