Kleene Algebra Modulo Theories: A Framework for Concrete KATs
Michael Greenberg, Ryan Beckett, Eric Campbell
PLDI 2022 | June 2022
Distinguished Paper Award at PLDI'22
Edge Computing
Established: October 29, 2008
Publications
Publications
Publications by Year
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Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers
Romil Bhardwaj , Zhengxu Xia, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Nikolaos Karianakis, Kevin Hsieh, Victor Bahl, Ion Stoica
USENIX NSDI | April 2022
GEMEL: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge
Arthi Padmanabhan, Neil Agarwal, Anand Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali
arXiv:2201.07705 | January 2022
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Spider: A Multi-Hop Millimeter-Wave Network for Live Video Analytics
Zhuqi Li, Yuanchao Shu, Ganesh Ananthanarayanan, Longfei Shangguan, Kyle Jamieson, Victor Bahl
ACM/IEEE Symposium on Edge Computing | December 2021
Towards Memory-Efficient Inference in Edge Video Analytics
Arthi Padmanabhan, Anand Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali
Workshop on Hot Topics in Video Analytics and Intelligent Edges (HotEdgeVideo) | October 2021
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Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers (TR)
Romil Bhardwaj, Zhengxu Xia, Ganesh Ananthanarayanan, Junchen Jiang, Nikolaos Karianakis, Yuanchao Shu, Kevin Hsieh, Victor Bahl, Ion Stoica
MSR-TR-2020-44 | December 2020
Published by Microsoft
arXiv:2012.10557
LevelUp: A thin-cloud approach to game livestreaming
Landon Cox, Lixiang Ao
ACM Symposium on Edge Computing | November 2020
Spatula: Efficient cross-camera video analytics on large camera networks
Samvit Jain, Xun Zhang, Yuhao Zhou, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Victor Bahl, Joseph Gonzalez
ACM/IEEE Symposium on Edge Computing (SEC 2020) | November 2020
SEC 2020 Best Paper Award
Live Video Analytics with Microsoft Rocket for reducing edge compute costs
Ganesh Ananthanarayanan, Yuanchao Shu, Mustafa Kasap, Avi Kewalramani, Milan Gada, Victor Bahl
July 2020
Spider: Next generation Live Video Analytics over Millimeter-Wave Networks
Zhuqi Li, Yuanchao Shu, Ganesh Ananthanarayanan, Longfei Shangguan, Kyle Jamieson, Victor Bahl
MSR-TR-2020-17 | May 2020
Published by Microsoft
Edge Computing for the Infrastructure
Future of Information and Communications Conference 2020 | March 2020
Editor(s): Kohei Arai
The Emerging Landscape of Edge-Computing
Shadi Noghabi, Landon Cox, Sharad Agarwal, Ganesh Ananthanarayanan
ACM SIGMOBILE GetMobile | March 2020
-
Traffic Video Analytics – Case Study Report
Ganesh Ananthanarayanan, Victor Bahl, Yuanchao Shu, Franz Loewenherz, Daniel Lai, Darcy Akers, Peiwei Cao, Fan Xia, Jiangbo Zhang, Ashley Song
MSR-TR-1970-3 | December 2019
Published by Microsoft and City of Bellevue
Collaborative Learning between Cloud and End Devices: An Empirical Study on Location Prediction
Yan Lu, Yuanchao Shu, Xu Tan, Yunxin Liu, Mengyu Zhou, Qi Chen, Dan Pei
ACM/IEEE Symposium on Edge Computing | November 2019
Cracking open the DNN black-box: Video Analytics with DNNs across the Camera-Cloud Boundary
John Emmons, Sadjad Fouladi, Ganesh Ananthanarayanan, Shivaram Venkataraman, Silvio Savarese, Keith Winstein
Workshop on Hot Topics in Video Analytics and Intelligent Edges (HotEdgeVideo) | October 2019
Machine Learning at the Network Edge: A Survey
M. G. Sarwar Murshed, Christopher Murphy, Daqing Hou, Nazar Khan, Ganesh Ananthanarayanan, Faraz Hussain
ACM Computing Surveys | July 2019
Demo: Video Analytics – Killer App for Edge Computing
Ganesh Ananthanarayanan, Victor Bahl, Landon Cox, Alex Crown, Shadi Noghabi, Yuanchao Shu
ACM MobiSys | June 2019
MobiSys Best Demo Runner-up Award
-
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
Wide-Area Analytics with Multiple Resources
Chien-Chun Hung, Ganesh Ananthanarayanan, Leana Golubchik, Minlan Yu, Mingyang Zhang
ACM EuroSys | April 2018
-
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
ParkMaster: An in–vehicle, edge–based video analytics service for detecting open parking spaces in urban environments
Giulio Grassi, Victor Bahl, Giovanni Pau, Kyle Jamieson
SEC '17 | August 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
Video Analytics Towards Vision Zero
Franz Loewenherz, Victor Bahl, Yinhai Wang
ITE Journal | March 2017, Vol 87: pp. 25-28
-
Clarinet: WAN-Aware Optimization for Analytics Queries
Raajay Viswanathan, Ganesh Ananthanarayanan, Aditya Akella
USENIX OSDI | November 2016
ISBN: 978-1-931971-33-1
Inference Remapping for Vehicular Analytics
Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar
MSR-TR-2016-1136 | August 2016
Published by Microsoft
-
The Design and Implementation of a Wireless Video Surveillance System
Tan Zhang, Aakanksha Chowdhery, Victor Bahl, Kyle Jamieson, Suman Banerjee
MobiCom '15 | September 2015
ISBN: 978-1-4503-3619-2/15/09
Low Latency Geo-distributed Data Analytics
Qifan Pu, Ganesh Ananthanarayanan, Peter Bodík, Srikanth Kandula, Aditya Akella, Victor Bahl, Ion Stoica
ACM SIGCOMM | August 2015
Kahawai: High-Quality Mobile Gaming Using GPU Offload
Eduardo Cuervo, Alec Wolman, Landon P. Cox, Kiron Lebeck, Ali Razeen, Madan Musuvathi, Stefan Saroiu
MobiSys’15 | May 2015
-
Vision: The Case for Cellular Small Cells for Cloudlets
Sharad Agarwal, Matthai Philipose, Victor Bahl
International Workshop on Mobile Cloud Computing & Services | June 2014
-
Advancing the State of Mobile Cloud Computing
Victor Bahl, Richard Y. Han, Li Erran Li, Mahadev Satyanarayanan
Proceedings of the third ACM workshop on Mobile Cloud Computing and Services, (MCS), Low Wood Bay, Lake District, UK, June 2012 | June 2012
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MAUI: Making Smartphones Last Longer with Code Offload
Eduardo Cuervo, Aruna Balasubramanian, Dae-ki Cho, Alec Wolman, Stefan Saroiu, Ranveer Chandra, Paramvir Bahl
ACM MobiSys 2010 | June 2010
ACM MobiSys 2010
-
The Case for VM-based Cloudlets in Mobile Computing
Mahadev Satyanarayanan, Victor Bahl, Ramon Caceres, Nigel Davies
IEEE Pervasive Computing | November 2009
ACM SIGMOBILE Test of Time Award 2022
Publications by Research Area
-
Kleene Algebra Modulo Theories: A Framework for Concrete KATs
Michael Greenberg, Ryan Beckett, Eric Campbell
PLDI 2022 | June 2022
Distinguished Paper Award at PLDI'22
MAUI: Making Smartphones Last Longer with Code Offload
Eduardo Cuervo, Aruna Balasubramanian, Dae-ki Cho, Alec Wolman, Stefan Saroiu, Ranveer Chandra, Paramvir Bahl
ACM MobiSys 2010 | June 2010
ACM MobiSys 2010
-
GEMEL: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge
Arthi Padmanabhan, Neil Agarwal, Anand Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali
arXiv:2201.07705 | January 2022
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers (TR)
Romil Bhardwaj, Zhengxu Xia, Ganesh Ananthanarayanan, Junchen Jiang, Nikolaos Karianakis, Yuanchao Shu, Kevin Hsieh, Victor Bahl, Ion Stoica
MSR-TR-2020-44 | December 2020
Published by Microsoft
arXiv:2012.10557
Spatula: Efficient cross-camera video analytics on large camera networks
Samvit Jain, Xun Zhang, Yuhao Zhou, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Victor Bahl, Joseph Gonzalez
ACM/IEEE Symposium on Edge Computing (SEC 2020) | November 2020
SEC 2020 Best Paper Award
Live Video Analytics with Microsoft Rocket for reducing edge compute costs
Ganesh Ananthanarayanan, Yuanchao Shu, Mustafa Kasap, Avi Kewalramani, Milan Gada, Victor Bahl
July 2020
Traffic Video Analytics – Case Study Report
Ganesh Ananthanarayanan, Victor Bahl, Yuanchao Shu, Franz Loewenherz, Daniel Lai, Darcy Akers, Peiwei Cao, Fan Xia, Jiangbo Zhang, Ashley Song
MSR-TR-1970-3 | December 2019
Published by Microsoft and City of Bellevue
-
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers
Romil Bhardwaj , Zhengxu Xia, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Nikolaos Karianakis, Kevin Hsieh, Victor Bahl, Ion Stoica
USENIX NSDI | April 2022
GEMEL: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge
Arthi Padmanabhan, Neil Agarwal, Anand Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali
arXiv:2201.07705 | January 2022
Spider: A Multi-Hop Millimeter-Wave Network for Live Video Analytics
Zhuqi Li, Yuanchao Shu, Ganesh Ananthanarayanan, Longfei Shangguan, Kyle Jamieson, Victor Bahl
ACM/IEEE Symposium on Edge Computing | December 2021
Towards Memory-Efficient Inference in Edge Video Analytics
Arthi Padmanabhan, Anand Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali
Workshop on Hot Topics in Video Analytics and Intelligent Edges (HotEdgeVideo) | October 2021
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers (TR)
Romil Bhardwaj, Zhengxu Xia, Ganesh Ananthanarayanan, Junchen Jiang, Nikolaos Karianakis, Yuanchao Shu, Kevin Hsieh, Victor Bahl, Ion Stoica
MSR-TR-2020-44 | December 2020
Published by Microsoft
arXiv:2012.10557
LevelUp: A thin-cloud approach to game livestreaming
Landon Cox, Lixiang Ao
ACM Symposium on Edge Computing | November 2020
Spatula: Efficient cross-camera video analytics on large camera networks
Samvit Jain, Xun Zhang, Yuhao Zhou, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Victor Bahl, Joseph Gonzalez
ACM/IEEE Symposium on Edge Computing (SEC 2020) | November 2020
SEC 2020 Best Paper Award
Live Video Analytics with Microsoft Rocket for reducing edge compute costs
Ganesh Ananthanarayanan, Yuanchao Shu, Mustafa Kasap, Avi Kewalramani, Milan Gada, Victor Bahl
July 2020
Spider: Next generation Live Video Analytics over Millimeter-Wave Networks
Zhuqi Li, Yuanchao Shu, Ganesh Ananthanarayanan, Longfei Shangguan, Kyle Jamieson, Victor Bahl
MSR-TR-2020-17 | May 2020
Published by Microsoft
Edge Computing for the Infrastructure
Future of Information and Communications Conference 2020 | March 2020
Editor(s): Kohei Arai
The Emerging Landscape of Edge-Computing
Shadi Noghabi, Landon Cox, Sharad Agarwal, Ganesh Ananthanarayanan
ACM SIGMOBILE GetMobile | March 2020
Traffic Video Analytics – Case Study Report
Ganesh Ananthanarayanan, Victor Bahl, Yuanchao Shu, Franz Loewenherz, Daniel Lai, Darcy Akers, Peiwei Cao, Fan Xia, Jiangbo Zhang, Ashley Song
MSR-TR-1970-3 | December 2019
Published by Microsoft and City of Bellevue
Collaborative Learning between Cloud and End Devices: An Empirical Study on Location Prediction
Yan Lu, Yuanchao Shu, Xu Tan, Yunxin Liu, Mengyu Zhou, Qi Chen, Dan Pei
ACM/IEEE Symposium on Edge Computing | November 2019
Cracking open the DNN black-box: Video Analytics with DNNs across the Camera-Cloud Boundary
John Emmons, Sadjad Fouladi, Ganesh Ananthanarayanan, Shivaram Venkataraman, Silvio Savarese, Keith Winstein
Workshop on Hot Topics in Video Analytics and Intelligent Edges (HotEdgeVideo) | October 2019
Machine Learning at the Network Edge: A Survey
M. G. Sarwar Murshed, Christopher Murphy, Daqing Hou, Nazar Khan, Ganesh Ananthanarayanan, Faraz Hussain
ACM Computing Surveys | July 2019
Demo: Video Analytics – Killer App for Edge Computing
Ganesh Ananthanarayanan, Victor Bahl, Landon Cox, Alex Crown, Shadi Noghabi, Yuanchao Shu
ACM MobiSys | June 2019
MobiSys Best Demo Runner-up Award
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
Wide-Area Analytics with Multiple Resources
Chien-Chun Hung, Ganesh Ananthanarayanan, Leana Golubchik, Minlan Yu, Mingyang Zhang
ACM EuroSys | April 2018
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
ParkMaster: An in–vehicle, edge–based video analytics service for detecting open parking spaces in urban environments
Giulio Grassi, Victor Bahl, Giovanni Pau, Kyle Jamieson
SEC '17 | August 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
Video Analytics Towards Vision Zero
Franz Loewenherz, Victor Bahl, Yinhai Wang
ITE Journal | March 2017, Vol 87: pp. 25-28
Clarinet: WAN-Aware Optimization for Analytics Queries
Raajay Viswanathan, Ganesh Ananthanarayanan, Aditya Akella
USENIX OSDI | November 2016
ISBN: 978-1-931971-33-1
Inference Remapping for Vehicular Analytics
Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar
MSR-TR-2016-1136 | August 2016
Published by Microsoft
The Design and Implementation of a Wireless Video Surveillance System
Tan Zhang, Aakanksha Chowdhery, Victor Bahl, Kyle Jamieson, Suman Banerjee
MobiCom '15 | September 2015
ISBN: 978-1-4503-3619-2/15/09
Low Latency Geo-distributed Data Analytics
Qifan Pu, Ganesh Ananthanarayanan, Peter Bodík, Srikanth Kandula, Aditya Akella, Victor Bahl, Ion Stoica
ACM SIGCOMM | August 2015
Kahawai: High-Quality Mobile Gaming Using GPU Offload
Eduardo Cuervo, Alec Wolman, Landon P. Cox, Kiron Lebeck, Ali Razeen, Madan Musuvathi, Stefan Saroiu
MobiSys’15 | May 2015
Vision: The Case for Cellular Small Cells for Cloudlets
Sharad Agarwal, Matthai Philipose, Victor Bahl
International Workshop on Mobile Cloud Computing & Services | June 2014
Advancing the State of Mobile Cloud Computing
Victor Bahl, Richard Y. Han, Li Erran Li, Mahadev Satyanarayanan
Proceedings of the third ACM workshop on Mobile Cloud Computing and Services, (MCS), Low Wood Bay, Lake District, UK, June 2012 | June 2012
MAUI: Making Smartphones Last Longer with Code Offload
Eduardo Cuervo, Aruna Balasubramanian, Dae-ki Cho, Alec Wolman, Stefan Saroiu, Ranveer Chandra, Paramvir Bahl
ACM MobiSys 2010 | June 2010
ACM MobiSys 2010
The Case for VM-based Cloudlets in Mobile Computing
Mahadev Satyanarayanan, Victor Bahl, Ramon Caceres, Nigel Davies
IEEE Pervasive Computing | November 2009
ACM SIGMOBILE Test of Time Award 2022
-
Collaborative Learning between Cloud and End Devices: An Empirical Study on Location Prediction
Yan Lu, Yuanchao Shu, Xu Tan, Yunxin Liu, Mengyu Zhou, Qi Chen, Dan Pei
ACM/IEEE Symposium on Edge Computing | November 2019
Cracking open the DNN black-box: Video Analytics with DNNs across the Camera-Cloud Boundary
John Emmons, Sadjad Fouladi, Ganesh Ananthanarayanan, Shivaram Venkataraman, Silvio Savarese, Keith Winstein
Workshop on Hot Topics in Video Analytics and Intelligent Edges (HotEdgeVideo) | October 2019
Inference Remapping for Vehicular Analytics
Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar
MSR-TR-2016-1136 | August 2016
Published by Microsoft
-
The Design and Implementation of a Wireless Video Surveillance System
Tan Zhang, Aakanksha Chowdhery, Victor Bahl, Kyle Jamieson, Suman Banerjee
MobiCom '15 | September 2015
ISBN: 978-1-4503-3619-2/15/09
-
Inference Remapping for Vehicular Analytics
Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar
MSR-TR-2016-1136 | August 2016
Published by Microsoft
-
Inference Remapping for Vehicular Analytics
Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar
MSR-TR-2016-1136 | August 2016
Published by Microsoft
-
Kahawai: High-Quality Mobile Gaming Using GPU Offload
Eduardo Cuervo, Alec Wolman, Landon P. Cox, Kiron Lebeck, Ali Razeen, Madan Musuvathi, Stefan Saroiu
MobiSys’15 | May 2015
Publications by Type
-
Kleene Algebra Modulo Theories: A Framework for Concrete KATs
Michael Greenberg, Ryan Beckett, Eric Campbell
PLDI 2022 | June 2022
Distinguished Paper Award at PLDI'22
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers
Romil Bhardwaj , Zhengxu Xia, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Nikolaos Karianakis, Kevin Hsieh, Victor Bahl, Ion Stoica
USENIX NSDI | April 2022
GEMEL: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge
Arthi Padmanabhan, Neil Agarwal, Anand Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali
arXiv:2201.07705 | January 2022
Spider: A Multi-Hop Millimeter-Wave Network for Live Video Analytics
Zhuqi Li, Yuanchao Shu, Ganesh Ananthanarayanan, Longfei Shangguan, Kyle Jamieson, Victor Bahl
ACM/IEEE Symposium on Edge Computing | December 2021
Towards Memory-Efficient Inference in Edge Video Analytics
Arthi Padmanabhan, Anand Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali
Workshop on Hot Topics in Video Analytics and Intelligent Edges (HotEdgeVideo) | October 2021
LevelUp: A thin-cloud approach to game livestreaming
Landon Cox, Lixiang Ao
ACM Symposium on Edge Computing | November 2020
Spatula: Efficient cross-camera video analytics on large camera networks
Samvit Jain, Xun Zhang, Yuhao Zhou, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Victor Bahl, Joseph Gonzalez
ACM/IEEE Symposium on Edge Computing (SEC 2020) | November 2020
SEC 2020 Best Paper Award
Edge Computing for the Infrastructure
Future of Information and Communications Conference 2020 | March 2020
Editor(s): Kohei Arai
Collaborative Learning between Cloud and End Devices: An Empirical Study on Location Prediction
Yan Lu, Yuanchao Shu, Xu Tan, Yunxin Liu, Mengyu Zhou, Qi Chen, Dan Pei
ACM/IEEE Symposium on Edge Computing | November 2019
Cracking open the DNN black-box: Video Analytics with DNNs across the Camera-Cloud Boundary
John Emmons, Sadjad Fouladi, Ganesh Ananthanarayanan, Shivaram Venkataraman, Silvio Savarese, Keith Winstein
Workshop on Hot Topics in Video Analytics and Intelligent Edges (HotEdgeVideo) | October 2019
Demo: Video Analytics – Killer App for Edge Computing
Ganesh Ananthanarayanan, Victor Bahl, Landon Cox, Alex Crown, Shadi Noghabi, Yuanchao Shu
ACM MobiSys | June 2019
MobiSys Best Demo Runner-up Award
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
Wide-Area Analytics with Multiple Resources
Chien-Chun Hung, Ganesh Ananthanarayanan, Leana Golubchik, Minlan Yu, Mingyang Zhang
ACM EuroSys | April 2018
ParkMaster: An in–vehicle, edge–based video analytics service for detecting open parking spaces in urban environments
Giulio Grassi, Victor Bahl, Giovanni Pau, Kyle Jamieson
SEC '17 | August 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
Clarinet: WAN-Aware Optimization for Analytics Queries
Raajay Viswanathan, Ganesh Ananthanarayanan, Aditya Akella
USENIX OSDI | November 2016
ISBN: 978-1-931971-33-1
The Design and Implementation of a Wireless Video Surveillance System
Tan Zhang, Aakanksha Chowdhery, Victor Bahl, Kyle Jamieson, Suman Banerjee
MobiCom '15 | September 2015
ISBN: 978-1-4503-3619-2/15/09
Low Latency Geo-distributed Data Analytics
Qifan Pu, Ganesh Ananthanarayanan, Peter Bodík, Srikanth Kandula, Aditya Akella, Victor Bahl, Ion Stoica
ACM SIGCOMM | August 2015
Kahawai: High-Quality Mobile Gaming Using GPU Offload
Eduardo Cuervo, Alec Wolman, Landon P. Cox, Kiron Lebeck, Ali Razeen, Madan Musuvathi, Stefan Saroiu
MobiSys’15 | May 2015
Vision: The Case for Cellular Small Cells for Cloudlets
Sharad Agarwal, Matthai Philipose, Victor Bahl
International Workshop on Mobile Cloud Computing & Services | June 2014
Advancing the State of Mobile Cloud Computing
Victor Bahl, Richard Y. Han, Li Erran Li, Mahadev Satyanarayanan
Proceedings of the third ACM workshop on Mobile Cloud Computing and Services, (MCS), Low Wood Bay, Lake District, UK, June 2012 | June 2012
MAUI: Making Smartphones Last Longer with Code Offload
Eduardo Cuervo, Aruna Balasubramanian, Dae-ki Cho, Alec Wolman, Stefan Saroiu, Ranveer Chandra, Paramvir Bahl
ACM MobiSys 2010 | June 2010
ACM MobiSys 2010
-
The Emerging Landscape of Edge-Computing
Shadi Noghabi, Landon Cox, Sharad Agarwal, Ganesh Ananthanarayanan
ACM SIGMOBILE GetMobile | March 2020
Machine Learning at the Network Edge: A Survey
M. G. Sarwar Murshed, Christopher Murphy, Daqing Hou, Nazar Khan, Ganesh Ananthanarayanan, Faraz Hussain
ACM Computing Surveys | July 2019
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
Video Analytics Towards Vision Zero
Franz Loewenherz, Victor Bahl, Yinhai Wang
ITE Journal | March 2017, Vol 87: pp. 25-28
The Case for VM-based Cloudlets in Mobile Computing
Mahadev Satyanarayanan, Victor Bahl, Ramon Caceres, Nigel Davies
IEEE Pervasive Computing | November 2009
ACM SIGMOBILE Test of Time Award 2022
-
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers (TR)
Romil Bhardwaj, Zhengxu Xia, Ganesh Ananthanarayanan, Junchen Jiang, Nikolaos Karianakis, Yuanchao Shu, Kevin Hsieh, Victor Bahl, Ion Stoica
MSR-TR-2020-44 | December 2020
Published by Microsoft
arXiv:2012.10557
Spider: Next generation Live Video Analytics over Millimeter-Wave Networks
Zhuqi Li, Yuanchao Shu, Ganesh Ananthanarayanan, Longfei Shangguan, Kyle Jamieson, Victor Bahl
MSR-TR-2020-17 | May 2020
Published by Microsoft
Traffic Video Analytics – Case Study Report
Ganesh Ananthanarayanan, Victor Bahl, Yuanchao Shu, Franz Loewenherz, Daniel Lai, Darcy Akers, Peiwei Cao, Fan Xia, Jiangbo Zhang, Ashley Song
MSR-TR-1970-3 | December 2019
Published by Microsoft and City of Bellevue
Inference Remapping for Vehicular Analytics
Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar
MSR-TR-2016-1136 | August 2016
Published by Microsoft
-
Live Video Analytics with Microsoft Rocket for reducing edge compute costs
Ganesh Ananthanarayanan, Yuanchao Shu, Mustafa Kasap, Avi Kewalramani, Milan Gada, Victor Bahl
July 2020