Peter Bodík at Microsoft Research

I am a researcher in the Mobility and Networking Research group working on projects in distributed systems, networking, and most recently on large-scale video analytics.

Edge Computing

Established: December 6, 2015

News Stories Network World, Microsoft Researcher: Why Micro Datacenters Really Matter to Mobile's Future, September 3, 2015 (also Computer World, IT World, Info World) Shepherd's PI, Why a Cloudlet Beats the Cloud for Mobile Apps, by Lewis Sheppherd, December 13, 2009 Keynote Presentations Cloud 2020: Emergence of Micro Data Centers (Cloudlets) for Latency Sensitive Computing Devices and Networking Summit 2015, Paris, France, May 13, 2015 IEEE Wireless Communications and Networking Conference (WCNC) 2015, New Orleans,…

2DFQ: Two-Dimensional Fair Queuing for Multi-Tenant Cloud Services

Jonathan Mace, Peter Bodík, Madan Musuvathi, Rodrigo Fonseca, Krishnan Varadarajan, in SIGCOMM 2016, August 24, 2016, View abstract, Download PDF

Low Latency Geo-distributed Data Analytics

Qifan Pu, Ganesh Ananthanarayanan, Peter Bodík, Srikanth Kandula, Aditya Akella, Victor Bahl, Ion Stoica, in ACM SIGCOMM, August 15, 2015, View abstract, Download PDF

Network-Aware Scheduling for Data-Parallel Jobs: Plan When You Can

Virajith Jalaparti, Peter Bodík, Ishai Menache, Sriram Rao, Konstantin Makarychev, Matthew Caesar, ACM SIGCOMM, August 1, 2015, View abstract, Download PDF

Retro: Targeted Resource Management in Multi-tenant Distributed Systems

Jonathan Mace, Peter Bodík, Rodrigo Fonseca, Madan Musuvathi, in NSDI, May 1, 2015, View abstract, Download PDF

Towards General-Purpose Resource Management in Shared Cloud

Jonathan Mace, Peter Bodík, Rodrigo Fonseca, Madanlal Musuvathi, Madan Musuvathi, in HotDep'14: Proceedings of the 10th USENIX conference on Hot Topics in System Dependability, USENIX Association, October 1, 2014, View abstract, Download PDF

Brief Announcement: Deadline-Aware Scheduling of Big-Data Processing Jobs

Peter Bodík, Ishai Menache, Joseph (Seffi) Naor, Jonathan Yaniv, SPAA, June 1, 2014, View abstract, Download PDF

Speeding up Distributed Request-Response Workflows

Virajith Jalaparti, Peter Bodík, Srikanth Kandula, Ishai Menache, Mikhail Rybalkin, Chenyu Yan, in ACM SIGCOMM, August 1, 2013, View abstract, Download PDF

Virtualizing Traffic Shapers for Practical Resource Allocation

Gautam Kumar, Srikanth Kandula, Peter Bodík, Ishai Menache, HotCloud, June 1, 2013, View abstract, Download PDF

Failure Recovery: When the Cure Is Worse Than the Disease

Zhenyu Guo, Sean McDirmid, Mao Yang, Li Zhuang, Pu Zhang, Yingwei Luo, Tom Bergan, Peter Bodík, Madan Musuvathi, Zheng Zhang, Lidong Zhou, in HotOS, USENIX, May 13, 2013, View abstract, Download PDF

Surviving Failures in Bandwidth-Constrained Datacenters

Ishai Menache, Mosharaf Chowdhury, Pradeepkumar Mani, Dave Maltz, Peter Bodík, Ion Stoica, ACM SIGCOMM, August 1, 2012, View abstract, Download PDF

Jockey: Guaranteed Job Latency in Data Parallel Clusters

Andrew D. Ferguson, Peter Bodík, Srikanth Kandula, Eric Boutin, Rodrigo Fonseca, , in EuroSys, January 1, 2012, View abstract, Download PDF

The SCADS Director: Scaling a Distributed Storage System Under Stringent Performance Requirements

Beth Trushkowsky, Peter Bodík, Armando Fox, Michael J. Franklin, Michael I. Jordan, David A. Patterson, in FAST '11: Conference on File and Storage Technologies, USENIX, January 1, 2011, View abstract, Download PDF

Automating Datacenter Operations Using Machine Learning

Peter Bodík, January 1, 2010, View abstract, Download PDF

Characterizing, Modeling, and Generating Workload Spikes for Stateful Services

Peter Bodík, Armando Fox, Michael J. Franklin, Michael I. Jordan, David A. Patterson, in SOCC '10: Symposium on Cloud Computing, ACM, January 1, 2010, View abstract, Download PDF

Fingerprinting the datacenter: automated classification of performance crises

Peter Bodík, Moises Goldszmidt, Armando Fox, Dawn B. Woodard, Hans Andersen, in EuroSys, January 1, 2010, View abstract, View external link

Advanced Tools for Operators at Amazon.com

Peter Bodík, Armando Fox, Michael I. Jordan, David Patterson, Ajit Banerjee, Ramesh Jagannathan, Tina Su, Shivaraj Tenginakai, Ben Turner, Jon Ingalls, in HotAC '06: Hot Topics in Autonomic Computing, January 1, 2006, View abstract, Download PDF

Combining Visualization and Statistical Analysis to Improve Operator Confidence and Efficiency for Failure Detection and Localization

Peter Bodík, Greg Friedman, Lukas Biewald, Helen Levine, George Candea, Kayur Patel, Gilman Tolle, Jon Hui, Armando Fox, Michael I. Jordan, David Patterson, in ICAC '05: International Conference on Autonomic Computing, IEEE, January 1, 2005, View abstract, Download PDF

A Flexible Architecture for Statistical Learning and Data Mining from System Log Streams

Wei Xu, Peter Bodík, David Patterson, in Temporal Data Mining: Algorithms, Theory and Applications, IEEE, January 1, 2004, View abstract, Download PDF

Distributed Regression: an Efficient Framework for Modeling Sensor Network Data

Carlos Guestrin, Peter Bodík, Romain Thibaux, Mark Paskin, Samuel Madden, in IPSN '04: Conference on Information Processing in Sensor Networks, ACM, January 1, 2004, View abstract

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