Fast Video Classification via Adaptive Cascading of Deep Models
Haichen Shen, Seungyeop Han, Matthai Philipose, Arvind Krishnamurthy
CVPR 2017 | August 2021
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Publications
Publications by Year
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Nexus: A GPU Cluster Engine for Accelerating DNN-Based Video Analysis
Haichen Shen, Lequn Chen, Yuchen Jin, Liangyu Zhao, Bingyu Kong, Matthai Philipose, Arvind Krishnamurthy, Ravi Sundaram
SOSP ’19: Proceedings of the 27th ACM Symposium on Operating Systems Principles | October 2019
Querying Videos Using DNN Generated Labels
Yifan Wu, Steven Drucker, Matthai Philipose, Lenin Ravindranath Sivalingam
HILDA’18: Workshop on Human-In-the-Loop Data Analytics | January 2019
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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
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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
Publications by Research Area
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Fast Video Classification via Adaptive Cascading of Deep Models
Haichen Shen, Seungyeop Han, Matthai Philipose, Arvind Krishnamurthy
CVPR 2017 | August 2021
Nexus: A GPU Cluster Engine for Accelerating DNN-Based Video Analysis
Haichen Shen, Lequn Chen, Yuchen Jin, Liangyu Zhao, Bingyu Kong, Matthai Philipose, Arvind Krishnamurthy, Ravi Sundaram
SOSP ’19: Proceedings of the 27th ACM Symposium on Operating Systems Principles | October 2019
-
Fast Video Classification via Adaptive Cascading of Deep Models
Haichen Shen, Seungyeop Han, Matthai Philipose, Arvind Krishnamurthy
CVPR 2017 | August 2021
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
-
Nexus: A GPU Cluster Engine for Accelerating DNN-Based Video Analysis
Haichen Shen, Lequn Chen, Yuchen Jin, Liangyu Zhao, Bingyu Kong, Matthai Philipose, Arvind Krishnamurthy, Ravi Sundaram
SOSP ’19: Proceedings of the 27th ACM Symposium on Operating Systems Principles | October 2019
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
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
-
Querying Videos Using DNN Generated Labels
Yifan Wu, Steven Drucker, Matthai Philipose, Lenin Ravindranath Sivalingam
HILDA’18: Workshop on Human-In-the-Loop Data Analytics | January 2019
Publications by Type
-
Fast Video Classification via Adaptive Cascading of Deep Models
Haichen Shen, Seungyeop Han, Matthai Philipose, Arvind Krishnamurthy
CVPR 2017 | August 2021
Nexus: A GPU Cluster Engine for Accelerating DNN-Based Video Analysis
Haichen Shen, Lequn Chen, Yuchen Jin, Liangyu Zhao, Bingyu Kong, Matthai Philipose, Arvind Krishnamurthy, Ravi Sundaram
SOSP ’19: Proceedings of the 27th ACM Symposium on Operating Systems Principles | October 2019
Querying Videos Using DNN Generated Labels
Yifan Wu, Steven Drucker, Matthai Philipose, Lenin Ravindranath Sivalingam
HILDA’18: Workshop on Human-In-the-Loop Data Analytics | January 2019
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
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