VideoEdge: Processing Camera Streams using Hierarchical Clusters
Chien-Chun Hung, Ganesh Ananthanarayanan, Peter Bodík, Leana Golubchik, Minlan Yu, Victor Bahl, Matthai Philipose
ACM/IEEE Symposium on Edge Computing (SEC) | October 2018
Peter Bodík
Principal Researcher
Publications
Publications by Year
-
Focus: Querying Large Video Datasets with Low Latency and Low Cost
Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodík, Shivaram Venkataraman, Victor Bahl, Matthai Philipose, Phillip B. Gibbons , Onur Mutlu
USENIX OSDI | October 2018
Chameleon: Scalable Adaptation of Video Analytics
Junchen Jiang, Ganesh Ananthanarayanan, Peter Bodík, Siddhartha Sen, Ion Stoica
ACM Special Interest Group on Data Communication (SIGCOMM) | August 2018
Steel: Simplified Development and Deployment of Edge-Cloud Applications
Shadi Noghabi, Jack Kolb, Peter Bodík, Eduardo Cuervo Laffaye
Hot Topics in Cloud Computing (HotCloud) | July 2018
Focus: Querying Large Video Datasets with Low Latency and Low Cost [Tech Report]
Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodík, Victor Bahl, Matthai Philipose, Phillip B. Gibbons, Onur Mutlu
MSR-TR-2018-1 | January 2018
Published by Microsoft
arXiv:1801.03493
-
Real-time Video Analytics: the killer app for edge computing
Ganesh Ananthanarayanan, Victor Bahl, Peter Bodík, Krishna Chintalapudi, Matthai Philipose, Lenin Ravindranath Sivalingam, Sudipta Sinha
IEEE Computer | October 2017
Distributed Resource Management Across Process Boundaries
Lalith Suresh, Peter Bodík, Ishai Menache, Marco Canini, Florin Ciucu
Proceedings of the 2017 Symposium on Cloud Computing (SoCC) | September 2017
Live Video Analytics at Scale with Approximation and Delay-Tolerance
Haoyu Zhang, Ganesh Ananthanarayanan, Peter Bodík, Matthai Philipose, Victor Bahl, Michael Freedman
USENIX NSDI | March 2017
-
2DFQ: Two-Dimensional Fair Queuing for Multi-Tenant Cloud Services
Jonathan Mace, Peter Bodík, Madan Musuvathi, Rodrigo Fonseca, Krishnan Varadarajan
SIGCOMM 2016 | August 2016
-
Network-Aware Scheduling for Data-Parallel Jobs: Plan When You Can
Peter Bodík, Ishai Menache, Sriram Rao, Konstantin Makarychev, Matthew Caesar
August 2015
Low Latency Geo-distributed Data Analytics
Qifan Pu, Ganesh Ananthanarayanan, Peter Bodík, Srikanth Kandula, Aditya Akella, Victor Bahl, Ion Stoica
ACM SIGCOMM | August 2015
Network-Aware Scheduling for Data-Parallel Jobs: Plan When You Can
Virajith Jalaparti, Peter Bodík, Ishai Menache, Sriram Rao, Konstantin Makarychev, Matthew Caesar
August 2015
Retro: Targeted Resource Management in Multi-tenant Distributed Systems
Jonathan Mace, Peter Bodík, Rodrigo Fonseca, Madan Musuvathi
NSDI | May 2015
-
Towards General-Purpose Resource Management in Shared Cloud Services
Jonathan Mace, Peter Bodík, Rodrigo Fonseca, Madan Musuvathi
2014 Hot Topics in System Dependability | October 2014
Towards General-Purpose Resource Management in Shared Cloud
Jonathan Mace, Peter Bodík, Rodrigo Fonseca, Madanlal Musuvathi, Madan Musuvathi
HotDep'14: Proceedings of the 10th USENIX conference on Hot Topics in System Dependability | October 2014
Brief Announcement: Deadline-Aware Scheduling of Big-Data Processing Jobs
Peter Bodík, Ishai Menache, Joseph (Seffi) Naor, Jonathan Yaniv
SPAA | June 2014
-
Speeding up Distributed Request-Response Workflows
Virajith Jalaparti, Peter Bodík, Srikanth Kandula, Ishai Menache, Mikhail Rybalkin, Chenyu Yan
ACM SIGCOMM | August 2013
Virtualizing Traffic Shapers for Practical Resource Allocation
Gautam Kumar, Srikanth Kandula, Peter Bodík, Ishai Menache
HotCloud | June 2013
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
HotOS | May 2013
HotOS
-
Surviving Failures in Bandwidth-Constrained Datacenters
Ishai Menache, Mosharaf Chowdhury, Pradeepkumar Mani, Dave Maltz, Peter Bodík, Ion Stoica
August 2012
Jockey: Guaranteed Job Latency in Data Parallel Clusters
Andrew D. Ferguson, Peter Bodík, Srikanth Kandula, Eric Boutin, Rodrigo Fonseca,
EuroSys | January 2012
-
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
FAST '11: Conference on File and Storage Technologies | January 2011
FAST '11: Conference on File and Storage Technologies
-
Automating Datacenter Operations Using Machine Learning
January 2010
January 2010
Characterizing, Modeling, and Generating Workload Spikes for Stateful Services
Peter Bodík, Armando Fox, Michael J. Franklin, Michael I. Jordan, David A. Patterson
SOCC '10: Symposium on Cloud Computing | January 2010
Fingerprinting the datacenter: automated classification of performance crises
Peter Bodík, Moises Goldszmidt, Armando Fox, Dawn B. Woodard, Hans Andersen
EuroSys | January 2010
-
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
HotAC '06: Hot Topics in Autonomic Computing | January 2006
HotAC '06: Hot Topics in Autonomic Computing
-
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
ICAC '05: International Conference on Autonomic Computing | January 2005
-
Distributed Regression: an Efficient Framework for Modeling Sensor Network Data
Carlos Guestrin, Peter Bodík, Romain Thibaux, Mark Paskin, Samuel Madden
IPSN '04: Conference on Information Processing in Sensor Networks | June 2004
A Flexible Architecture for Statistical Learning and Data Mining from System Log Streams
Wei Xu, Peter Bodík, David Patterson
Temporal Data Mining: Algorithms, Theory and Applications | January 2004
Temporal Data Mining: Algorithms, Theory and Applications
Publications by Research Area
-
VideoEdge: Processing Camera Streams using Hierarchical Clusters
Chien-Chun Hung, Ganesh Ananthanarayanan, Peter Bodík, Leana Golubchik, Minlan Yu, Victor Bahl, Matthai Philipose
ACM/IEEE Symposium on Edge Computing (SEC) | October 2018
Focus: Querying Large Video Datasets with Low Latency and Low Cost
Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodík, Shivaram Venkataraman, Victor Bahl, Matthai Philipose, Phillip B. Gibbons , Onur Mutlu
USENIX OSDI | October 2018
Chameleon: Scalable Adaptation of Video Analytics
Junchen Jiang, Ganesh Ananthanarayanan, Peter Bodík, Siddhartha Sen, Ion Stoica
ACM Special Interest Group on Data Communication (SIGCOMM) | August 2018
Steel: Simplified Development and Deployment of Edge-Cloud Applications
Shadi Noghabi, Jack Kolb, Peter Bodík, Eduardo Cuervo Laffaye
Hot Topics in Cloud Computing (HotCloud) | July 2018
Focus: Querying Large Video Datasets with Low Latency and Low Cost [Tech Report]
Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodík, Victor Bahl, Matthai Philipose, Phillip B. Gibbons, Onur Mutlu
MSR-TR-2018-1 | January 2018
Published by Microsoft
arXiv:1801.03493
Real-time Video Analytics: the killer app for edge computing
Ganesh Ananthanarayanan, Victor Bahl, Peter Bodík, Krishna Chintalapudi, Matthai Philipose, Lenin Ravindranath Sivalingam, Sudipta Sinha
IEEE Computer | October 2017
Distributed Resource Management Across Process Boundaries
Lalith Suresh, Peter Bodík, Ishai Menache, Marco Canini, Florin Ciucu
Proceedings of the 2017 Symposium on Cloud Computing (SoCC) | September 2017
Live Video Analytics at Scale with Approximation and Delay-Tolerance
Haoyu Zhang, Ganesh Ananthanarayanan, Peter Bodík, Matthai Philipose, Victor Bahl, Michael Freedman
USENIX NSDI | March 2017
2DFQ: Two-Dimensional Fair Queuing for Multi-Tenant Cloud Services
Jonathan Mace, Peter Bodík, Madan Musuvathi, Rodrigo Fonseca, Krishnan Varadarajan
SIGCOMM 2016 | August 2016
Network-Aware Scheduling for Data-Parallel Jobs: Plan When You Can
Peter Bodík, Ishai Menache, Sriram Rao, Konstantin Makarychev, Matthew Caesar
August 2015
Low Latency Geo-distributed Data Analytics
Qifan Pu, Ganesh Ananthanarayanan, Peter Bodík, Srikanth Kandula, Aditya Akella, Victor Bahl, Ion Stoica
ACM SIGCOMM | August 2015
Network-Aware Scheduling for Data-Parallel Jobs: Plan When You Can
Virajith Jalaparti, Peter Bodík, Ishai Menache, Sriram Rao, Konstantin Makarychev, Matthew Caesar
August 2015
Retro: Targeted Resource Management in Multi-tenant Distributed Systems
Jonathan Mace, Peter Bodík, Rodrigo Fonseca, Madan Musuvathi
NSDI | May 2015
Towards General-Purpose Resource Management in Shared Cloud Services
Jonathan Mace, Peter Bodík, Rodrigo Fonseca, Madan Musuvathi
2014 Hot Topics in System Dependability | October 2014
Towards General-Purpose Resource Management in Shared Cloud
Jonathan Mace, Peter Bodík, Rodrigo Fonseca, Madanlal Musuvathi, Madan Musuvathi
HotDep'14: Proceedings of the 10th USENIX conference on Hot Topics in System Dependability | October 2014
Brief Announcement: Deadline-Aware Scheduling of Big-Data Processing Jobs
Peter Bodík, Ishai Menache, Joseph (Seffi) Naor, Jonathan Yaniv
SPAA | June 2014
Speeding up Distributed Request-Response Workflows
Virajith Jalaparti, Peter Bodík, Srikanth Kandula, Ishai Menache, Mikhail Rybalkin, Chenyu Yan
ACM SIGCOMM | August 2013
Virtualizing Traffic Shapers for Practical Resource Allocation
Gautam Kumar, Srikanth Kandula, Peter Bodík, Ishai Menache
HotCloud | June 2013
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
HotOS | May 2013
HotOS
Jockey: Guaranteed Job Latency in Data Parallel Clusters
Andrew D. Ferguson, Peter Bodík, Srikanth Kandula, Eric Boutin, Rodrigo Fonseca,
EuroSys | January 2012
Characterizing, Modeling, and Generating Workload Spikes for Stateful Services
Peter Bodík, Armando Fox, Michael J. Franklin, Michael I. Jordan, David A. Patterson
SOCC '10: Symposium on Cloud Computing | January 2010
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
ICAC '05: International Conference on Autonomic Computing | January 2005
-
Focus: Querying Large Video Datasets with Low Latency and Low Cost
Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodík, Shivaram Venkataraman, Victor Bahl, Matthai Philipose, Phillip B. Gibbons , Onur Mutlu
USENIX OSDI | October 2018
Chameleon: Scalable Adaptation of Video Analytics
Junchen Jiang, Ganesh Ananthanarayanan, Peter Bodík, Siddhartha Sen, Ion Stoica
ACM Special Interest Group on Data Communication (SIGCOMM) | August 2018
Focus: Querying Large Video Datasets with Low Latency and Low Cost [Tech Report]
Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodík, Victor Bahl, Matthai Philipose, Phillip B. Gibbons, Onur Mutlu
MSR-TR-2018-1 | January 2018
Published by Microsoft
arXiv:1801.03493
-
Speeding up Distributed Request-Response Workflows
Virajith Jalaparti, Peter Bodík, Srikanth Kandula, Ishai Menache, Mikhail Rybalkin, Chenyu Yan
ACM SIGCOMM | August 2013
Surviving Failures in Bandwidth-Constrained Datacenters
Ishai Menache, Mosharaf Chowdhury, Pradeepkumar Mani, Dave Maltz, Peter Bodík, Ion Stoica
August 2012
Fingerprinting the datacenter: automated classification of performance crises
Peter Bodík, Moises Goldszmidt, Armando Fox, Dawn B. Woodard, Hans Andersen
EuroSys | January 2010
A Flexible Architecture for Statistical Learning and Data Mining from System Log Streams
Wei Xu, Peter Bodík, David Patterson
Temporal Data Mining: Algorithms, Theory and Applications | January 2004
Temporal Data Mining: Algorithms, Theory and Applications
-
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
FAST '11: Conference on File and Storage Technologies | January 2011
FAST '11: Conference on File and Storage Technologies
-
Characterizing, Modeling, and Generating Workload Spikes for Stateful Services
Peter Bodík, Armando Fox, Michael J. Franklin, Michael I. Jordan, David A. Patterson
SOCC '10: Symposium on Cloud Computing | January 2010
-
Automating Datacenter Operations Using Machine Learning
January 2010
January 2010
-
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
HotAC '06: Hot Topics in Autonomic Computing | January 2006
HotAC '06: Hot Topics in Autonomic Computing
-
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
ICAC '05: International Conference on Autonomic Computing | January 2005
-
A Flexible Architecture for Statistical Learning and Data Mining from System Log Streams
Wei Xu, Peter Bodík, David Patterson
Temporal Data Mining: Algorithms, Theory and Applications | January 2004
Temporal Data Mining: Algorithms, Theory and Applications
-
Distributed Regression: an Efficient Framework for Modeling Sensor Network Data
Carlos Guestrin, Peter Bodík, Romain Thibaux, Mark Paskin, Samuel Madden
IPSN '04: Conference on Information Processing in Sensor Networks | June 2004
Publications by Type
-
VideoEdge: Processing Camera Streams using Hierarchical Clusters
Chien-Chun Hung, Ganesh Ananthanarayanan, Peter Bodík, Leana Golubchik, Minlan Yu, Victor Bahl, Matthai Philipose
ACM/IEEE Symposium on Edge Computing (SEC) | October 2018
Focus: Querying Large Video Datasets with Low Latency and Low Cost
Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodík, Shivaram Venkataraman, Victor Bahl, Matthai Philipose, Phillip B. Gibbons , Onur Mutlu
USENIX OSDI | October 2018
Chameleon: Scalable Adaptation of Video Analytics
Junchen Jiang, Ganesh Ananthanarayanan, Peter Bodík, Siddhartha Sen, Ion Stoica
ACM Special Interest Group on Data Communication (SIGCOMM) | August 2018
Steel: Simplified Development and Deployment of Edge-Cloud Applications
Shadi Noghabi, Jack Kolb, Peter Bodík, Eduardo Cuervo Laffaye
Hot Topics in Cloud Computing (HotCloud) | July 2018
Distributed Resource Management Across Process Boundaries
Lalith Suresh, Peter Bodík, Ishai Menache, Marco Canini, Florin Ciucu
Proceedings of the 2017 Symposium on Cloud Computing (SoCC) | September 2017
Live Video Analytics at Scale with Approximation and Delay-Tolerance
Haoyu Zhang, Ganesh Ananthanarayanan, Peter Bodík, Matthai Philipose, Victor Bahl, Michael Freedman
USENIX NSDI | March 2017
2DFQ: Two-Dimensional Fair Queuing for Multi-Tenant Cloud Services
Jonathan Mace, Peter Bodík, Madan Musuvathi, Rodrigo Fonseca, Krishnan Varadarajan
SIGCOMM 2016 | August 2016
Network-Aware Scheduling for Data-Parallel Jobs: Plan When You Can
Peter Bodík, Ishai Menache, Sriram Rao, Konstantin Makarychev, Matthew Caesar
August 2015
Low Latency Geo-distributed Data Analytics
Qifan Pu, Ganesh Ananthanarayanan, Peter Bodík, Srikanth Kandula, Aditya Akella, Victor Bahl, Ion Stoica
ACM SIGCOMM | August 2015
Network-Aware Scheduling for Data-Parallel Jobs: Plan When You Can
Virajith Jalaparti, Peter Bodík, Ishai Menache, Sriram Rao, Konstantin Makarychev, Matthew Caesar
August 2015
Retro: Targeted Resource Management in Multi-tenant Distributed Systems
Jonathan Mace, Peter Bodík, Rodrigo Fonseca, Madan Musuvathi
NSDI | May 2015
Towards General-Purpose Resource Management in Shared Cloud Services
Jonathan Mace, Peter Bodík, Rodrigo Fonseca, Madan Musuvathi
2014 Hot Topics in System Dependability | October 2014
Towards General-Purpose Resource Management in Shared Cloud
Jonathan Mace, Peter Bodík, Rodrigo Fonseca, Madanlal Musuvathi, Madan Musuvathi
HotDep'14: Proceedings of the 10th USENIX conference on Hot Topics in System Dependability | October 2014
Brief Announcement: Deadline-Aware Scheduling of Big-Data Processing Jobs
Peter Bodík, Ishai Menache, Joseph (Seffi) Naor, Jonathan Yaniv
SPAA | June 2014
Speeding up Distributed Request-Response Workflows
Virajith Jalaparti, Peter Bodík, Srikanth Kandula, Ishai Menache, Mikhail Rybalkin, Chenyu Yan
ACM SIGCOMM | August 2013
Virtualizing Traffic Shapers for Practical Resource Allocation
Gautam Kumar, Srikanth Kandula, Peter Bodík, Ishai Menache
HotCloud | June 2013
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
HotOS | May 2013
HotOS
Surviving Failures in Bandwidth-Constrained Datacenters
Ishai Menache, Mosharaf Chowdhury, Pradeepkumar Mani, Dave Maltz, Peter Bodík, Ion Stoica
August 2012
Jockey: Guaranteed Job Latency in Data Parallel Clusters
Andrew D. Ferguson, Peter Bodík, Srikanth Kandula, Eric Boutin, Rodrigo Fonseca,
EuroSys | January 2012
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
FAST '11: Conference on File and Storage Technologies | January 2011
FAST '11: Conference on File and Storage Technologies
Characterizing, Modeling, and Generating Workload Spikes for Stateful Services
Peter Bodík, Armando Fox, Michael J. Franklin, Michael I. Jordan, David A. Patterson
SOCC '10: Symposium on Cloud Computing | January 2010
Fingerprinting the datacenter: automated classification of performance crises
Peter Bodík, Moises Goldszmidt, Armando Fox, Dawn B. Woodard, Hans Andersen
EuroSys | January 2010
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
HotAC '06: Hot Topics in Autonomic Computing | January 2006
HotAC '06: Hot Topics in Autonomic Computing
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
ICAC '05: International Conference on Autonomic Computing | January 2005
Distributed Regression: an Efficient Framework for Modeling Sensor Network Data
Carlos Guestrin, Peter Bodík, Romain Thibaux, Mark Paskin, Samuel Madden
IPSN '04: Conference on Information Processing in Sensor Networks | June 2004
A Flexible Architecture for Statistical Learning and Data Mining from System Log Streams
Wei Xu, Peter Bodík, David Patterson
Temporal Data Mining: Algorithms, Theory and Applications | January 2004
Temporal Data Mining: Algorithms, Theory and Applications
-
Focus: Querying Large Video Datasets with Low Latency and Low Cost [Tech Report]
Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodík, Victor Bahl, Matthai Philipose, Phillip B. Gibbons, Onur Mutlu
MSR-TR-2018-1 | January 2018
Published by Microsoft
arXiv:1801.03493
-
-
Automating Datacenter Operations Using Machine Learning
January 2010
January 2010