Ganesh Ananthanarayanan

Senior Principal Researcher

Publications

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- Distributed AI Platform for the 6G RAN
  
  Ganesh Ananthanarayanan, Xenofon Foukas, Bozidar Radunovic, Yongguang Zhang
  
  October 2024
  
  Publication Project
- CacheGen: Fast Context Loading for Language Model Applications via KV Cache Streaming
  
  Yuhan Liu, Hanchen Li, Yihua Cheng, Siddhant Ray, Yuyang Huang, Qizheng Zhang, Kuntai Du, Jiayi Yao, Shan Lu, Ganesh Ananthanarayanan, Michael Maire, Henry Hoffmann, Ari Holtzman, Junchen Jiang
  
  SIGCOMM | August 2024
  
  Author's Version
- Vulcan: Automatic Query Planning for Live ML Analytics
  
  Yiwen Zhang, Xumiao Zhang, Ganesh Ananthanarayanan, Anand Iyer, Yuanchao Shu, Victor Bahl, Z. Morley Mao, Mosharaf Chowdhury
  
  USENIX NSDI | April 2024
  
  Publication
- OneAdapt: Fast Adaptation for Deep Learning Applications via Backpropagation
  
  Kuntai Du, Yihan Liu, Qizheng Zhang, Haodong Wwang, Yuyang Huang, Ganesh Ananthanarayanan, Junchen Jiang
  
  ACM Symposium on Cloud Computing (SoCC) | November 2023
  
  Publication
- 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
  
  USENIX NSDI | April 2023
  
  Publication Project
- RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics
  
  Mehrdad Khani , Ganesh Ananthanarayanan, Kevin Hsieh, Junchen Jiang , Ravi Netravali , Yuanchao Shu, Mohammad Alizadeh, Victor Bahl
  
  USENIX NSDI | April 2023
  
  Publication Project
- Tambur: Efficient loss recovery for videoconferencing via streaming codes
  
  Michael Rudow, Francis Y. Yan, Abhishek Kumar, Ganesh Ananthanarayanan, Martin Ellis, K.V. Rashmi
  
  USENIX Symposium on Networked Systems Design and Implementation (NSDI ’23) | April 2023
  
  Publication
- Leading pedestrian intervals – Yay or Nay? A Before-After evaluation of multiple conflict types using an enhanced Non-Stationary framework integrating quantile regression into Bayesian hierarchical extreme value analysis
  
  Ashutosh Arun, Craig Lyon, Tarek Sayed, Simon Washington, Franz Loewenherz, Darcy Akers, Ganesh Ananthanarayanan, Yuanchao Shu, Mark Bandy, Md. Mazharul Haque
  
  Accident Analysis & Prevention | March 2023, Vol 181
  
  Publication
- 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
  
  Publication Github Project Project
- 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
  
  Publication Project Project
- 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
  
  Publication Project Project
- PECAM: Privacy-Enhanced Video Streaming and Analytics via Securely-Reversible Transformation
  
  Hao Wu, Xuejin Tian, Minghao Li, Yunxin Liu, Ganesh Ananthanarayanan, Fengyuan Xu, Sheng Zhong
  
  MobiCom '21 | October 2021
  
  Publication Project
- 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
  
  Publication Project Project
- Collage Inference: Using Coded Redundancy for Lowering Latency Variation in Distributed Image Classification Systems
  
  Krishna Giri Narra, Zhifeng Lin, Ganesh Ananthanarayanan, Salman Avestimehr, Murali Annavaram
  
  IEEE International Conference on Distributed Computing Systems (ICDCS) | December 2020
  
  Publication Project
- 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
  
  Publication Project Project
- On the Future of Congestion Control for the Public Internet
  
  Lloyd Brown , Ganesh Ananthanarayanan, Ethan Katz-Bassett , Arvind Krishnamurthy , Sylvia Ratnasamy , Michael Schapira , Scott Shenker
  
  ACM Workshop on Hot Topics in Networks (HotNets) | November 2020
  
  Publication
- 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
  
  Publication Project Project
- Visor: Privacy-Preserving Video Analytics as a Cloud Service
  
  Rishabh Poddar, Ganesh Ananthanarayanan, Srinath Setty, Stavros Volos, Raluca Ada Popa
  
  29th USENIX Security Symposium | August 2020
  
  CSAW 2020 Applied Research Competition Award (Runner-up)
  
  Publication Project Project Project
- 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
  
  Publication Project Project
- 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
  
  Publication Project Project
- The Emerging Landscape of Edge-Computing
  
  Shadi Noghabi, Landon Cox, Sharad Agarwal, Ganesh Ananthanarayanan
  
  ACM SIGMOBILE GetMobile | March 2020
  
  Publication Project Project
- Project Rocket platform—designed for easy, customizable live video analytics—is open source
  
  Ganesh Ananthanarayanan, Yuanchao Shu, Landon Cox, Victor Bahl
  
  January 2020
  
  Publication Project
- 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
  
  Publication Project Project
- 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
  
  Publication Video Project Project
- Networked Cameras Are the New Big Data Clusters
  
  Junchen Jiang, Yuhao Zhou, Ganesh Ananthanarayanan, Yuanchao Shu, Andrew A. Chien
  
  Workshop on Hot Topics in Video Analytics and Intelligent Edges (HotEdgeVideo) | October 2019
  
  Publication Video Project
- Zooming in on Wide-area Latencies to a Global Cloud Provider
  
  Yuchen Jin, Sundararajan R, Ganesh Ananthanarayanan, Junchen Jiang, Venkat Padmanabhan, Manuel Schroder, Matt Calder, Arvind Krishnamurthy
  
  ACM SIGCOMM | August 2019
  
  Publication Project
- 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
  
  Publication Publication Project Project
- 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
  
  Publication Video Project Project
- Collage Inference: Achieving low tail latency during distributed image classification using coded redundancy models
  
  Krishna Giri Narra, Zhifeng Lin, Ganesh Ananthanarayanan, Salman Avestimehr, Murali Annavaram
  
  ICML 2019 Workshop on Coding Theory For Large-scale Machine Learning | June 2019
  
  Publication Project
- Scaling Video Analytics Systems to Large Camera Deployments
  
  Samvit Jain, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Joseph E. Gonzalez
  
  ACM HotMobile | February 2019
  
  Publication Project
- 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
  
  Publication Project Project
- 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
  
  Publication Project Project
- 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
  
  Publication Project
- Wide-Area Analytics with Multiple Resources
  
  Chien-Chun Hung, Ganesh Ananthanarayanan, Leana Golubchik, Minlan Yu, Mingyang Zhang
  
  ACM EuroSys | April 2018
  
  Publication Project
- Odin: Microsoft’s Scalable Fault-Tolerant CDN Measurement System
  
  Matt Calder, Manuel Schroder, Ryan Gao, Ryan Stewart, Jitu Padhye, Ratul Mahajan, Ganesh Ananthanarayanan, Ethan Katz-Bassett
  
  USENIX NSDI | April 2018
  
  Publication
- 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
  
  Publication Project
- 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
  
  Publication PDF Project Project
- 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
  
  Publication Project Project Project
- Altruistic Scheduling in Multi-Resource Clusters
  
  Robert Grandl, Mosharaf Chowdhury, Aditya Akella, Ganesh Ananthanarayanan
  
  USENIX OSDI | November 2016
  
  ISBN: 978-1-931971-33-1
  
  Publication
- Clarinet: WAN-Aware Optimization for Analytics Queries
  
  Raajay Viswanathan, Ganesh Ananthanarayanan, Aditya Akella
  
  USENIX OSDI | November 2016
  
  ISBN: 978-1-931971-33-1
  
  Publication Project
- VIA: Improving Internet Telephony Call Quality Using Predictive Relay Selection
  
  Junchen Jiang, Rajdeep Das, Ganesh Ananthanarayanan, Philip A. Chou, Venkat Padmanabhan, Vyas Sekar, Esbjorn Dominique, Marcin Goliszewski, Dalibor Kukoleca, Renat Vafin, Hui Zhang
  
  ACM SIGCOMM | August 2016
  
  Publication Project
- Hold ’em or Fold ’em? Aggregation Queries under Performance Variations
  
  Gautam Kumar, Ganesh Ananthanarayanan, Sylvia Ratnasamy, Ion Stoica
  
  ACM EuroSys | April 2016
  
  Publication Publication
- FastLane: Making Short Flows Shorter with Agile Drop Notification
  
  David Zats, Anand Padmanabha Iyer, Ganesh Ananthanarayanan, Rachit Agarwal, Randy Katz, Ion Stoica, Amin Vahdat
  
  ACM Symposium on Cloud Computing (SoCC) | August 2015
  
  Publication Publication
- Hopper: Decentralized Speculation-aware Cluster Scheduling at Scale
  
  Xiaoqi Ren, Ganesh Ananthanarayanan, Adam Wierman, Minlan Yu
  
  ACM SIGCOMM | August 2015
  
  Publication
- Low Latency Geo-distributed Data Analytics
  
  Qifan Pu, Ganesh Ananthanarayanan, Peter Bodík, Srikanth Kandula, Aditya Akella, Victor Bahl, Ion Stoica
  
  ACM SIGCOMM | August 2015
  
  Publication Project
- Speculation-aware Cluster Scheduling
  
  Xiaoqi Ren, Ganesh Ananthanarayanan, Adam Wierman, Minlan Yu
  
  ACM SIGMETRICS Performance Evaluation Review | June 2015
  
  Publication Publication
- Wrangler: Predictable and Faster Jobs using Fewer Resources
  
  Neeraja J. Yadwadkar, Ganesh Ananthanarayanan, Randy Katz
  
  ACM Symposium on Cloud Computing (SoCC) | November 2014
  
  Publication Publication
- Big data Analytics Systems
  
  Ganesh Ananthanarayanan, Ishai Menache
  
  Published by Cambridge University Press | 2014
  
  Publication
- The Power of Choice in Data-Aware Cluster Scheduling
  
  Shivaram Venkataraman, Aurojit Panda, Ganesh Ananthanarayanan, Michael J. Franklin, Ion Stoica
  
  USENIX OSDI | October 2014
  
  ISBN: 978-1-931971-16-4
  
  Publication
- Multi-resource Packing for Cluster Schedulers
  
  Robert Grandl, Ganesh Ananthanarayanan, Srikanth Kandula, Sriram Rao, Aditya Akella
  
  ACM SIGCOMM | August 2014
  
  Publication Project Project
- GRASS: Trimming Stragglers in Approximation Analytics
  
  Ganesh Ananthanarayanan, Michael Chien-Chun Hung, Xiaoqi Ren, Ion Stoica, Adam Wierman, Minlan Yu
  
  USENIX NSDI | April 2014
  
  ISBN: 978-1-931971-09-6
  
  Publication
- Optimizing Parallel Job Performance in Data-Intensive Clusters
  
  Ganesh Ananthanarayanan
  
  December 2013
  
  PhD Thesis: Ph.D. Thesis, EECS Department, University of California at Berkeley | December 2013
  
  Publication
- FastLane: Agile Drop Notification for Datacenter Networks
  
  David Zats, Anand Iyer, Ganesh Ananthanarayanan, Randy Katz, Ion Stoica, Amin Vahdat
  
  UCB/EECS-2013-173 | October 2013
  
  Publication
- Effective Straggler Mitigation: Attack of the Clones
  
  Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica
  
  USENIX NSDI | April 2013
  
  ISBN: 978-1-931971-00-3
  
  Publication
- True Elasticity in Multi-Tenant Data-Intensive Compute Clusters
  
  Ganesh Ananthanarayanan, Christopher Douglas, Raghu Ramakrishnan, Sriram Rao, Ion Stoica
  
  ACM Symposium on Cloud Computing (SoCC) | October 2012
  
  Publication Publication
- Why let resources idle? Aggressive Cloning of Jobs with Dolly
  
  Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica
  
  USENIX HotCloud | June 2012
  
  Publication
- PACMan: Coordinated Memory Caching for Parallel Jobs
  
  Ganesh Ananthanarayanan, Ali Ghodsi, Andrew Wang, Dhruba Borthakur, Srikanth Kandula, Scott Shenker, Ion Stoica
  
  USENIX NSDI | April 2012
  
  Publication Project
- Memento: Coordinated Caching for Data-Intensive Clusters
  
  Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica
  
  September 2011
  
  Allerton Conference [Invited Paper]
  
  Publication
- Disk-Locality in Datacenter Computing Considered Irrelevant
  
  Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica
  
  USENIX HotOS | May 2011
  
  Publication
- Scarlett: Coping with Skewed Popularity Content in MapReduce Clusters
  
  Ganesh Ananthanarayanan, Sameer Agarwal, Srikanth Kandula, Albert Greenberg, Ion Stoica, Duke Harlan, Ed Harris
  
  ACM EuroSys | April 2011
  
  Publication Publication
- Reining in the Outliers in Map-Reduce Clusters using Mantri
  
  Ganesh Ananthanarayanan, Srikanth Kandula, Albert Greenberg, Ion Stoica, Yi Lu, Bikas Saha, Edward Harris
  
  USENIX OSDI | October 2010
  
  Publication
- Reining in the Outliers in Map-Reduce Clusters using Mantri
  
  Ganesh Ananthanarayanan, Srikanth Kandula, Albert Greenberg, Ion Stoica, Yi Lu, Bikas Saha, Edward Harris
  
  MSR-TR-2010-2013 | June 2010
  
  Publication
- Enabling Innovation Below the Communication API
  
  Ganesh Ananthanarayanan, Kurtis Heimerl, Matei Zaharia, Michael Demmer, Teemu Koponen, Arsalan Tavakoli, Scott Shenker, Ion Stoica
  
  | September 2009
  
  Publication
- Blue-Fi: Enhancing Wi-Fi Performance using Bluetooth Signals
  
  Ganesh Ananthanarayanan, Ion Stoica
  
  ACM MobiSys | June 2009
  
  Publication Publication
- StarTrack: A Framework for Enabling Track-Based Applications
  
  Ganesh Ananthanarayanan, Maya Haridasan, Iqbal Mohomed, Doug Terry, Chandramohan A. Thekkath
  
  ACM MobiSys | June 2009
  
  Publication Publication
- Greening the Switch
  
  Ganesh Ananthanarayanan, Randy H. Katz
  
  USENIX HotPower | December 2008
  
  Publication
- A Randomized Defence of Virus Throttling
  
  Miranda Mowbray, Ganesh Ananthanarayanan, Anthony Joseph
  
  HPL-2008-135 | October 2008
  
  HP Laboratories Tech Report, HPL-2008-135
  
  Publication
- COMBINE: Leveraging the Power of Wireless Peers through Collaborative Downloading
  
  Ganesh Ananthanarayanan, Venkat Padmanabhan, Lenin Ravindranath, Chandu Thekkath
  
  ACM MobiSys | June 2007
  
  Publication
- Collaborative Downloading for Multi-homed Wireless Devices
  
  Ganesh Ananthanarayanan, Venkat Padmanabhan, Chandu Thekkath, Lenin Ravindranath
  
  IEEE HotMobile | February 2007
  
  Publication
- SPACE: Secure Protocol for Address-Book based Connection Establishment
  
  Ganesh Ananthanarayanan, Ramarathnam Venkatesan, Prasad Naldurg, Sean Blagsvedt, Adithya Hemakumar
  
  ACM HotNets | November 2006
  
  Publication
- OWeB: A Framework for Offline Web Browsing
  
  Ganesh Ananthanarayanan, Sean Blagsvedt, Kentaro Toyama
  
  Latin American Web Congress (LA-WEB) | October 2006
  
  Publication

- Distributed AI Platform for the 6G RAN
  
  Ganesh Ananthanarayanan, Xenofon Foukas, Bozidar Radunovic, Yongguang Zhang
  
  October 2024
  
  Publication Project
- CacheGen: Fast Context Loading for Language Model Applications via KV Cache Streaming
  
  Yuhan Liu, Hanchen Li, Yihua Cheng, Siddhant Ray, Yuyang Huang, Qizheng Zhang, Kuntai Du, Jiayi Yao, Shan Lu, Ganesh Ananthanarayanan, Michael Maire, Henry Hoffmann, Ari Holtzman, Junchen Jiang
  
  SIGCOMM | August 2024
  
  Author's Version
- Vulcan: Automatic Query Planning for Live ML Analytics
  
  Yiwen Zhang, Xumiao Zhang, Ganesh Ananthanarayanan, Anand Iyer, Yuanchao Shu, Victor Bahl, Z. Morley Mao, Mosharaf Chowdhury
  
  USENIX NSDI | April 2024
  
  Publication
- OneAdapt: Fast Adaptation for Deep Learning Applications via Backpropagation
  
  Kuntai Du, Yihan Liu, Qizheng Zhang, Haodong Wwang, Yuyang Huang, Ganesh Ananthanarayanan, Junchen Jiang
  
  ACM Symposium on Cloud Computing (SoCC) | November 2023
  
  Publication
- Tambur: Efficient loss recovery for videoconferencing via streaming codes
  
  Michael Rudow, Francis Y. Yan, Abhishek Kumar, Ganesh Ananthanarayanan, Martin Ellis, K.V. Rashmi
  
  USENIX Symposium on Networked Systems Design and Implementation (NSDI ’23) | April 2023
  
  Publication
- 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
  
  USENIX NSDI | April 2023
  
  Publication Project
- RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics
  
  Mehrdad Khani , Ganesh Ananthanarayanan, Kevin Hsieh, Junchen Jiang , Ravi Netravali , Yuanchao Shu, Mohammad Alizadeh, Victor Bahl
  
  USENIX NSDI | April 2023
  
  Publication Project
- Leading pedestrian intervals – Yay or Nay? A Before-After evaluation of multiple conflict types using an enhanced Non-Stationary framework integrating quantile regression into Bayesian hierarchical extreme value analysis
  
  Ashutosh Arun, Craig Lyon, Tarek Sayed, Simon Washington, Franz Loewenherz, Darcy Akers, Ganesh Ananthanarayanan, Yuanchao Shu, Mark Bandy, Md. Mazharul Haque
  
  Accident Analysis & Prevention | March 2023, Vol 181
  
  Publication
- 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
  
  Publication Github Project Project
- 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
  
  Publication Project Project
- 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
  
  Publication Project Project
- 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
  
  Publication Project Project
- PECAM: Privacy-Enhanced Video Streaming and Analytics via Securely-Reversible Transformation
  
  Hao Wu, Xuejin Tian, Minghao Li, Yunxin Liu, Ganesh Ananthanarayanan, Fengyuan Xu, Sheng Zhong
  
  MobiCom '21 | October 2021
  
  Publication Project
- Collage Inference: Using Coded Redundancy for Lowering Latency Variation in Distributed Image Classification Systems
  
  Krishna Giri Narra, Zhifeng Lin, Ganesh Ananthanarayanan, Salman Avestimehr, Murali Annavaram
  
  IEEE International Conference on Distributed Computing Systems (ICDCS) | December 2020
  
  Publication Project
- 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
  
  Publication Project Project
- On the Future of Congestion Control for the Public Internet
  
  Lloyd Brown , Ganesh Ananthanarayanan, Ethan Katz-Bassett , Arvind Krishnamurthy , Sylvia Ratnasamy , Michael Schapira , Scott Shenker
  
  ACM Workshop on Hot Topics in Networks (HotNets) | November 2020
  
  Publication
- 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
  
  Publication Project Project
- Visor: Privacy-Preserving Video Analytics as a Cloud Service
  
  Rishabh Poddar, Ganesh Ananthanarayanan, Srinath Setty, Stavros Volos, Raluca Ada Popa
  
  29th USENIX Security Symposium | August 2020
  
  CSAW 2020 Applied Research Competition Award (Runner-up)
  
  Publication Project Project Project
- 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
  
  Publication Project Project
- 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
  
  Publication Project Project
- The Emerging Landscape of Edge-Computing
  
  Shadi Noghabi, Landon Cox, Sharad Agarwal, Ganesh Ananthanarayanan
  
  ACM SIGMOBILE GetMobile | March 2020
  
  Publication Project Project
- Project Rocket platform—designed for easy, customizable live video analytics—is open source
  
  Ganesh Ananthanarayanan, Yuanchao Shu, Landon Cox, Victor Bahl
  
  January 2020
  
  Publication Project
- 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
  
  Publication Project Project
- 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
  
  Publication Video Project Project
- Networked Cameras Are the New Big Data Clusters
  
  Junchen Jiang, Yuhao Zhou, Ganesh Ananthanarayanan, Yuanchao Shu, Andrew A. Chien
  
  Workshop on Hot Topics in Video Analytics and Intelligent Edges (HotEdgeVideo) | October 2019
  
  Publication Video Project
- Zooming in on Wide-area Latencies to a Global Cloud Provider
  
  Yuchen Jin, Sundararajan R, Ganesh Ananthanarayanan, Junchen Jiang, Venkat Padmanabhan, Manuel Schroder, Matt Calder, Arvind Krishnamurthy
  
  ACM SIGCOMM | August 2019
  
  Publication Project
- 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
  
  Publication Publication Project Project
- 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
  
  Publication Video Project Project
- Collage Inference: Achieving low tail latency during distributed image classification using coded redundancy models
  
  Krishna Giri Narra, Zhifeng Lin, Ganesh Ananthanarayanan, Salman Avestimehr, Murali Annavaram
  
  ICML 2019 Workshop on Coding Theory For Large-scale Machine Learning | June 2019
  
  Publication Project
- Scaling Video Analytics Systems to Large Camera Deployments
  
  Samvit Jain, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Joseph E. Gonzalez
  
  ACM HotMobile | February 2019
  
  Publication Project
- 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
  
  Publication Project Project
- 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
  
  Publication Project Project
- 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
  
  Publication Project
- Wide-Area Analytics with Multiple Resources
  
  Chien-Chun Hung, Ganesh Ananthanarayanan, Leana Golubchik, Minlan Yu, Mingyang Zhang
  
  ACM EuroSys | April 2018
  
  Publication Project
- Odin: Microsoft’s Scalable Fault-Tolerant CDN Measurement System
  
  Matt Calder, Manuel Schroder, Ryan Gao, Ryan Stewart, Jitu Padhye, Ratul Mahajan, Ganesh Ananthanarayanan, Ethan Katz-Bassett
  
  USENIX NSDI | April 2018
  
  Publication
- 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
  
  Publication Project
- 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
  
  Publication PDF Project Project
- 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
  
  Publication Project Project Project
- Altruistic Scheduling in Multi-Resource Clusters
  
  Robert Grandl, Mosharaf Chowdhury, Aditya Akella, Ganesh Ananthanarayanan
  
  USENIX OSDI | November 2016
  
  ISBN: 978-1-931971-33-1
  
  Publication
- Clarinet: WAN-Aware Optimization for Analytics Queries
  
  Raajay Viswanathan, Ganesh Ananthanarayanan, Aditya Akella
  
  USENIX OSDI | November 2016
  
  ISBN: 978-1-931971-33-1
  
  Publication Project
- VIA: Improving Internet Telephony Call Quality Using Predictive Relay Selection
  
  Junchen Jiang, Rajdeep Das, Ganesh Ananthanarayanan, Philip A. Chou, Venkat Padmanabhan, Vyas Sekar, Esbjorn Dominique, Marcin Goliszewski, Dalibor Kukoleca, Renat Vafin, Hui Zhang
  
  ACM SIGCOMM | August 2016
  
  Publication Project
- Hold ’em or Fold ’em? Aggregation Queries under Performance Variations
  
  Gautam Kumar, Ganesh Ananthanarayanan, Sylvia Ratnasamy, Ion Stoica
  
  ACM EuroSys | April 2016
  
  Publication Publication
- FastLane: Making Short Flows Shorter with Agile Drop Notification
  
  David Zats, Anand Padmanabha Iyer, Ganesh Ananthanarayanan, Rachit Agarwal, Randy Katz, Ion Stoica, Amin Vahdat
  
  ACM Symposium on Cloud Computing (SoCC) | August 2015
  
  Publication Publication
- Hopper: Decentralized Speculation-aware Cluster Scheduling at Scale
  
  Xiaoqi Ren, Ganesh Ananthanarayanan, Adam Wierman, Minlan Yu
  
  ACM SIGCOMM | August 2015
  
  Publication
- Low Latency Geo-distributed Data Analytics
  
  Qifan Pu, Ganesh Ananthanarayanan, Peter Bodík, Srikanth Kandula, Aditya Akella, Victor Bahl, Ion Stoica
  
  ACM SIGCOMM | August 2015
  
  Publication Project
- Speculation-aware Cluster Scheduling
  
  Xiaoqi Ren, Ganesh Ananthanarayanan, Adam Wierman, Minlan Yu
  
  ACM SIGMETRICS Performance Evaluation Review | June 2015
  
  Publication Publication
- Wrangler: Predictable and Faster Jobs using Fewer Resources
  
  Neeraja J. Yadwadkar, Ganesh Ananthanarayanan, Randy Katz
  
  ACM Symposium on Cloud Computing (SoCC) | November 2014
  
  Publication Publication
- Big data Analytics Systems
  
  Ganesh Ananthanarayanan, Ishai Menache
  
  Published by Cambridge University Press | 2014
  
  Publication
- The Power of Choice in Data-Aware Cluster Scheduling
  
  Shivaram Venkataraman, Aurojit Panda, Ganesh Ananthanarayanan, Michael J. Franklin, Ion Stoica
  
  USENIX OSDI | October 2014
  
  ISBN: 978-1-931971-16-4
  
  Publication
- Multi-resource Packing for Cluster Schedulers
  
  Robert Grandl, Ganesh Ananthanarayanan, Srikanth Kandula, Sriram Rao, Aditya Akella
  
  ACM SIGCOMM | August 2014
  
  Publication Project Project
- GRASS: Trimming Stragglers in Approximation Analytics
  
  Ganesh Ananthanarayanan, Michael Chien-Chun Hung, Xiaoqi Ren, Ion Stoica, Adam Wierman, Minlan Yu
  
  USENIX NSDI | April 2014
  
  ISBN: 978-1-931971-09-6
  
  Publication
- Optimizing Parallel Job Performance in Data-Intensive Clusters
  
  Ganesh Ananthanarayanan
  
  December 2013
  
  PhD Thesis: Ph.D. Thesis, EECS Department, University of California at Berkeley | December 2013
  
  Publication
- FastLane: Agile Drop Notification for Datacenter Networks
  
  David Zats, Anand Iyer, Ganesh Ananthanarayanan, Randy Katz, Ion Stoica, Amin Vahdat
  
  UCB/EECS-2013-173 | October 2013
  
  Publication
- Effective Straggler Mitigation: Attack of the Clones
  
  Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica
  
  USENIX NSDI | April 2013
  
  ISBN: 978-1-931971-00-3
  
  Publication
- True Elasticity in Multi-Tenant Data-Intensive Compute Clusters
  
  Ganesh Ananthanarayanan, Christopher Douglas, Raghu Ramakrishnan, Sriram Rao, Ion Stoica
  
  ACM Symposium on Cloud Computing (SoCC) | October 2012
  
  Publication Publication
- Why let resources idle? Aggressive Cloning of Jobs with Dolly
  
  Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica
  
  USENIX HotCloud | June 2012
  
  Publication
- PACMan: Coordinated Memory Caching for Parallel Jobs
  
  Ganesh Ananthanarayanan, Ali Ghodsi, Andrew Wang, Dhruba Borthakur, Srikanth Kandula, Scott Shenker, Ion Stoica
  
  USENIX NSDI | April 2012
  
  Publication Project
- Memento: Coordinated Caching for Data-Intensive Clusters
  
  Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica
  
  September 2011
  
  Allerton Conference [Invited Paper]
  
  Publication
- Scarlett: Coping with Skewed Popularity Content in MapReduce Clusters
  
  Ganesh Ananthanarayanan, Sameer Agarwal, Srikanth Kandula, Albert Greenberg, Ion Stoica, Duke Harlan, Ed Harris
  
  ACM EuroSys | April 2011
  
  Publication Publication
- Reining in the Outliers in Map-Reduce Clusters using Mantri
  
  Ganesh Ananthanarayanan, Srikanth Kandula, Albert Greenberg, Ion Stoica, Yi Lu, Bikas Saha, Edward Harris
  
  MSR-TR-2010-2013 | June 2010
  
  Publication
- Enabling Innovation Below the Communication API
  
  Ganesh Ananthanarayanan, Kurtis Heimerl, Matei Zaharia, Michael Demmer, Teemu Koponen, Arsalan Tavakoli, Scott Shenker, Ion Stoica
  
  | September 2009
  
  Publication
- Greening the Switch
  
  Ganesh Ananthanarayanan, Randy H. Katz
  
  USENIX HotPower | December 2008
  
  Publication
- COMBINE: Leveraging the Power of Wireless Peers through Collaborative Downloading
  
  Ganesh Ananthanarayanan, Venkat Padmanabhan, Lenin Ravindranath, Chandu Thekkath
  
  ACM MobiSys | June 2007
  
  Publication
- Collaborative Downloading for Multi-homed Wireless Devices
  
  Ganesh Ananthanarayanan, Venkat Padmanabhan, Chandu Thekkath, Lenin Ravindranath
  
  IEEE HotMobile | February 2007
  
  Publication
- SPACE: Secure Protocol for Address-Book based Connection Establishment
  
  Ganesh Ananthanarayanan, Ramarathnam Venkatesan, Prasad Naldurg, Sean Blagsvedt, Adithya Hemakumar
  
  ACM HotNets | November 2006
  
  Publication
- OWeB: A Framework for Offline Web Browsing
  
  Ganesh Ananthanarayanan, Sean Blagsvedt, Kentaro Toyama
  
  Latin American Web Congress (LA-WEB) | October 2006
  
  Publication
- CacheGen: Fast Context Loading for Language Model Applications via KV Cache Streaming
  
  Yuhan Liu, Hanchen Li, Yihua Cheng, Siddhant Ray, Yuyang Huang, Qizheng Zhang, Kuntai Du, Jiayi Yao, Shan Lu, Ganesh Ananthanarayanan, Michael Maire, Henry Hoffmann, Ari Holtzman, Junchen Jiang
  
  SIGCOMM | August 2024
  
  Author's Version
- Vulcan: Automatic Query Planning for Live ML Analytics
  
  Yiwen Zhang, Xumiao Zhang, Ganesh Ananthanarayanan, Anand Iyer, Yuanchao Shu, Victor Bahl, Z. Morley Mao, Mosharaf Chowdhury
  
  USENIX NSDI | April 2024
  
  Publication
- OneAdapt: Fast Adaptation for Deep Learning Applications via Backpropagation
  
  Kuntai Du, Yihan Liu, Qizheng Zhang, Haodong Wwang, Yuyang Huang, Ganesh Ananthanarayanan, Junchen Jiang
  
  ACM Symposium on Cloud Computing (SoCC) | November 2023
  
  Publication
- Tambur: Efficient loss recovery for videoconferencing via streaming codes
  
  Michael Rudow, Francis Y. Yan, Abhishek Kumar, Ganesh Ananthanarayanan, Martin Ellis, K.V. Rashmi
  
  USENIX Symposium on Networked Systems Design and Implementation (NSDI ’23) | April 2023
  
  Publication
- Project Rocket platform—designed for easy, customizable live video analytics—is open source
  
  Ganesh Ananthanarayanan, Yuanchao Shu, Landon Cox, Victor Bahl
  
  January 2020
  
  Publication Project
- 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
  
  Publication Video Project Project
- Collage Inference: Achieving low tail latency during distributed image classification using coded redundancy models
  
  Krishna Giri Narra, Zhifeng Lin, Ganesh Ananthanarayanan, Salman Avestimehr, Murali Annavaram
  
  ICML 2019 Workshop on Coding Theory For Large-scale Machine Learning | June 2019
  
  Publication Project
- Scaling Video Analytics Systems to Large Camera Deployments
  
  Samvit Jain, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Joseph E. Gonzalez
  
  ACM HotMobile | February 2019
  
  Publication Project
- 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
  
  USENIX NSDI | April 2023
  
  Publication Project
- RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics
  
  Mehrdad Khani , Ganesh Ananthanarayanan, Kevin Hsieh, Junchen Jiang , Ravi Netravali , Yuanchao Shu, Mohammad Alizadeh, Victor Bahl
  
  USENIX NSDI | April 2023
  
  Publication Project
- Leading pedestrian intervals – Yay or Nay? A Before-After evaluation of multiple conflict types using an enhanced Non-Stationary framework integrating quantile regression into Bayesian hierarchical extreme value analysis
  
  Ashutosh Arun, Craig Lyon, Tarek Sayed, Simon Washington, Franz Loewenherz, Darcy Akers, Ganesh Ananthanarayanan, Yuanchao Shu, Mark Bandy, Md. Mazharul Haque
  
  Accident Analysis & Prevention | March 2023, Vol 181
  
  Publication
- 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
  
  Publication Project Project
- PECAM: Privacy-Enhanced Video Streaming and Analytics via Securely-Reversible Transformation
  
  Hao Wu, Xuejin Tian, Minghao Li, Yunxin Liu, Ganesh Ananthanarayanan, Fengyuan Xu, Sheng Zhong
  
  MobiCom '21 | October 2021
  
  Publication Project
- Collage Inference: Using Coded Redundancy for Lowering Latency Variation in Distributed Image Classification Systems
  
  Krishna Giri Narra, Zhifeng Lin, Ganesh Ananthanarayanan, Salman Avestimehr, Murali Annavaram
  
  IEEE International Conference on Distributed Computing Systems (ICDCS) | December 2020
  
  Publication Project
- 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
  
  Publication Project Project
- 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
  
  Publication Project Project
- Visor: Privacy-Preserving Video Analytics as a Cloud Service
  
  Rishabh Poddar, Ganesh Ananthanarayanan, Srinath Setty, Stavros Volos, Raluca Ada Popa
  
  29th USENIX Security Symposium | August 2020
  
  CSAW 2020 Applied Research Competition Award (Runner-up)
  
  Publication Project Project Project
- 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
  
  Publication Project Project
- Project Rocket platform—designed for easy, customizable live video analytics—is open source
  
  Ganesh Ananthanarayanan, Yuanchao Shu, Landon Cox, Victor Bahl
  
  January 2020
  
  Publication Project
- 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
  
  Publication Project Project
- Scaling Video Analytics Systems to Large Camera Deployments
  
  Samvit Jain, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Joseph E. Gonzalez
  
  ACM HotMobile | February 2019
  
  Publication Project
- 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
  
  Publication Project Project
- 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
  
  Publication Project
- 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
  
  Publication Project
- Visor: Privacy-Preserving Video Analytics as a Cloud Service
  
  Rishabh Poddar, Ganesh Ananthanarayanan, Srinath Setty, Stavros Volos, Raluca Ada Popa
  
  29th USENIX Security Symposium | August 2020
  
  CSAW 2020 Applied Research Competition Award (Runner-up)
  
  Publication Project Project Project
- SPACE: Secure Protocol for Address-Book based Connection Establishment
  
  Ganesh Ananthanarayanan, Ramarathnam Venkatesan, Prasad Naldurg, Sean Blagsvedt, Adithya Hemakumar
  
  ACM HotNets | November 2006
  
  Publication
- PACMan: Coordinated Memory Caching for Parallel Jobs
  
  Ganesh Ananthanarayanan, Ali Ghodsi, Andrew Wang, Dhruba Borthakur, Srikanth Kandula, Scott Shenker, Ion Stoica
  
  USENIX NSDI | April 2012
  
  Publication Project
- Disk-Locality in Datacenter Computing Considered Irrelevant
  
  Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica
  
  USENIX HotOS | May 2011
  
  Publication
- Scarlett: Coping with Skewed Popularity Content in MapReduce Clusters
  
  Ganesh Ananthanarayanan, Sameer Agarwal, Srikanth Kandula, Albert Greenberg, Ion Stoica, Duke Harlan, Ed Harris
  
  ACM EuroSys | April 2011
  
  Publication Publication
- Reining in the Outliers in Map-Reduce Clusters using Mantri
  
  Ganesh Ananthanarayanan, Srikanth Kandula, Albert Greenberg, Ion Stoica, Yi Lu, Bikas Saha, Edward Harris
  
  USENIX OSDI | October 2010
  
  Publication
- StarTrack: A Framework for Enabling Track-Based Applications
  
  Ganesh Ananthanarayanan, Maya Haridasan, Iqbal Mohomed, Doug Terry, Chandramohan A. Thekkath
  
  ACM MobiSys | June 2009
  
  Publication Publication
- Blue-Fi: Enhancing Wi-Fi Performance using Bluetooth Signals
  
  Ganesh Ananthanarayanan, Ion Stoica
  
  ACM MobiSys | June 2009
  
  Publication Publication
- A Randomized Defence of Virus Throttling
  
  Miranda Mowbray, Ganesh Ananthanarayanan, Anthony Joseph
  
  HPL-2008-135 | October 2008
  
  HP Laboratories Tech Report, HPL-2008-135
  
  Publication
- OWeB: A Framework for Offline Web Browsing
  
  Ganesh Ananthanarayanan, Sean Blagsvedt, Kentaro Toyama
  
  Latin American Web Congress (LA-WEB) | October 2006
  
  Publication

- Distributed AI Platform for the 6G RAN
  
  Ganesh Ananthanarayanan, Xenofon Foukas, Bozidar Radunovic, Yongguang Zhang
  
  October 2024
  
  Publication Project
- CacheGen: Fast Context Loading for Language Model Applications via KV Cache Streaming
  
  Yuhan Liu, Hanchen Li, Yihua Cheng, Siddhant Ray, Yuyang Huang, Qizheng Zhang, Kuntai Du, Jiayi Yao, Shan Lu, Ganesh Ananthanarayanan, Michael Maire, Henry Hoffmann, Ari Holtzman, Junchen Jiang
  
  SIGCOMM | August 2024
  
  Author's Version
- Vulcan: Automatic Query Planning for Live ML Analytics
  
  Yiwen Zhang, Xumiao Zhang, Ganesh Ananthanarayanan, Anand Iyer, Yuanchao Shu, Victor Bahl, Z. Morley Mao, Mosharaf Chowdhury
  
  USENIX NSDI | April 2024
  
  Publication
- OneAdapt: Fast Adaptation for Deep Learning Applications via Backpropagation
  
  Kuntai Du, Yihan Liu, Qizheng Zhang, Haodong Wwang, Yuyang Huang, Ganesh Ananthanarayanan, Junchen Jiang
  
  ACM Symposium on Cloud Computing (SoCC) | November 2023
  
  Publication
- Tambur: Efficient loss recovery for videoconferencing via streaming codes
  
  Michael Rudow, Francis Y. Yan, Abhishek Kumar, Ganesh Ananthanarayanan, Martin Ellis, K.V. Rashmi
  
  USENIX Symposium on Networked Systems Design and Implementation (NSDI ’23) | April 2023
  
  Publication
- 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
  
  USENIX NSDI | April 2023
  
  Publication Project
- RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics
  
  Mehrdad Khani , Ganesh Ananthanarayanan, Kevin Hsieh, Junchen Jiang , Ravi Netravali , Yuanchao Shu, Mohammad Alizadeh, Victor Bahl
  
  USENIX NSDI | April 2023
  
  Publication Project
- 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
  
  Publication Github Project Project
- 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
  
  Publication Project Project
- 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
  
  Publication Project Project
- 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
  
  Publication Project Project
- PECAM: Privacy-Enhanced Video Streaming and Analytics via Securely-Reversible Transformation
  
  Hao Wu, Xuejin Tian, Minghao Li, Yunxin Liu, Ganesh Ananthanarayanan, Fengyuan Xu, Sheng Zhong
  
  MobiCom '21 | October 2021
  
  Publication Project
- Collage Inference: Using Coded Redundancy for Lowering Latency Variation in Distributed Image Classification Systems
  
  Krishna Giri Narra, Zhifeng Lin, Ganesh Ananthanarayanan, Salman Avestimehr, Murali Annavaram
  
  IEEE International Conference on Distributed Computing Systems (ICDCS) | December 2020
  
  Publication Project
- On the Future of Congestion Control for the Public Internet
  
  Lloyd Brown , Ganesh Ananthanarayanan, Ethan Katz-Bassett , Arvind Krishnamurthy , Sylvia Ratnasamy , Michael Schapira , Scott Shenker
  
  ACM Workshop on Hot Topics in Networks (HotNets) | November 2020
  
  Publication
- 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
  
  Publication Project Project
- Visor: Privacy-Preserving Video Analytics as a Cloud Service
  
  Rishabh Poddar, Ganesh Ananthanarayanan, Srinath Setty, Stavros Volos, Raluca Ada Popa
  
  29th USENIX Security Symposium | August 2020
  
  CSAW 2020 Applied Research Competition Award (Runner-up)
  
  Publication Project Project Project
- 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
  
  Publication Video Project Project
- Networked Cameras Are the New Big Data Clusters
  
  Junchen Jiang, Yuhao Zhou, Ganesh Ananthanarayanan, Yuanchao Shu, Andrew A. Chien
  
  Workshop on Hot Topics in Video Analytics and Intelligent Edges (HotEdgeVideo) | October 2019
  
  Publication Video Project
- Zooming in on Wide-area Latencies to a Global Cloud Provider
  
  Yuchen Jin, Sundararajan R, Ganesh Ananthanarayanan, Junchen Jiang, Venkat Padmanabhan, Manuel Schroder, Matt Calder, Arvind Krishnamurthy
  
  ACM SIGCOMM | August 2019
  
  Publication Project
- 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
  
  Publication Video Project Project
- Collage Inference: Achieving low tail latency during distributed image classification using coded redundancy models
  
  Krishna Giri Narra, Zhifeng Lin, Ganesh Ananthanarayanan, Salman Avestimehr, Murali Annavaram
  
  ICML 2019 Workshop on Coding Theory For Large-scale Machine Learning | June 2019
  
  Publication Project
- Scaling Video Analytics Systems to Large Camera Deployments
  
  Samvit Jain, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Joseph E. Gonzalez
  
  ACM HotMobile | February 2019
  
  Publication Project
- 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
  
  Publication Project Project
- 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
  
  Publication Project Project
- 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
  
  Publication Project
- Wide-Area Analytics with Multiple Resources
  
  Chien-Chun Hung, Ganesh Ananthanarayanan, Leana Golubchik, Minlan Yu, Mingyang Zhang
  
  ACM EuroSys | April 2018
  
  Publication Project
- Odin: Microsoft’s Scalable Fault-Tolerant CDN Measurement System
  
  Matt Calder, Manuel Schroder, Ryan Gao, Ryan Stewart, Jitu Padhye, Ratul Mahajan, Ganesh Ananthanarayanan, Ethan Katz-Bassett
  
  USENIX NSDI | April 2018
  
  Publication
- 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
  
  Publication Project Project Project
- Altruistic Scheduling in Multi-Resource Clusters
  
  Robert Grandl, Mosharaf Chowdhury, Aditya Akella, Ganesh Ananthanarayanan
  
  USENIX OSDI | November 2016
  
  ISBN: 978-1-931971-33-1
  
  Publication
- Clarinet: WAN-Aware Optimization for Analytics Queries
  
  Raajay Viswanathan, Ganesh Ananthanarayanan, Aditya Akella
  
  USENIX OSDI | November 2016
  
  ISBN: 978-1-931971-33-1
  
  Publication Project
- VIA: Improving Internet Telephony Call Quality Using Predictive Relay Selection
  
  Junchen Jiang, Rajdeep Das, Ganesh Ananthanarayanan, Philip A. Chou, Venkat Padmanabhan, Vyas Sekar, Esbjorn Dominique, Marcin Goliszewski, Dalibor Kukoleca, Renat Vafin, Hui Zhang
  
  ACM SIGCOMM | August 2016
  
  Publication Project
- Hold ’em or Fold ’em? Aggregation Queries under Performance Variations
  
  Gautam Kumar, Ganesh Ananthanarayanan, Sylvia Ratnasamy, Ion Stoica
  
  ACM EuroSys | April 2016
  
  Publication Publication
- FastLane: Making Short Flows Shorter with Agile Drop Notification
  
  David Zats, Anand Padmanabha Iyer, Ganesh Ananthanarayanan, Rachit Agarwal, Randy Katz, Ion Stoica, Amin Vahdat
  
  ACM Symposium on Cloud Computing (SoCC) | August 2015
  
  Publication Publication
- Hopper: Decentralized Speculation-aware Cluster Scheduling at Scale
  
  Xiaoqi Ren, Ganesh Ananthanarayanan, Adam Wierman, Minlan Yu
  
  ACM SIGCOMM | August 2015
  
  Publication
- Low Latency Geo-distributed Data Analytics
  
  Qifan Pu, Ganesh Ananthanarayanan, Peter Bodík, Srikanth Kandula, Aditya Akella, Victor Bahl, Ion Stoica
  
  ACM SIGCOMM | August 2015
  
  Publication Project
- Wrangler: Predictable and Faster Jobs using Fewer Resources
  
  Neeraja J. Yadwadkar, Ganesh Ananthanarayanan, Randy Katz
  
  ACM Symposium on Cloud Computing (SoCC) | November 2014
  
  Publication Publication
- The Power of Choice in Data-Aware Cluster Scheduling
  
  Shivaram Venkataraman, Aurojit Panda, Ganesh Ananthanarayanan, Michael J. Franklin, Ion Stoica
  
  USENIX OSDI | October 2014
  
  ISBN: 978-1-931971-16-4
  
  Publication
- Multi-resource Packing for Cluster Schedulers
  
  Robert Grandl, Ganesh Ananthanarayanan, Srikanth Kandula, Sriram Rao, Aditya Akella
  
  ACM SIGCOMM | August 2014
  
  Publication Project Project
- GRASS: Trimming Stragglers in Approximation Analytics
  
  Ganesh Ananthanarayanan, Michael Chien-Chun Hung, Xiaoqi Ren, Ion Stoica, Adam Wierman, Minlan Yu
  
  USENIX NSDI | April 2014
  
  ISBN: 978-1-931971-09-6
  
  Publication
- Effective Straggler Mitigation: Attack of the Clones
  
  Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica
  
  USENIX NSDI | April 2013
  
  ISBN: 978-1-931971-00-3
  
  Publication
- True Elasticity in Multi-Tenant Data-Intensive Compute Clusters
  
  Ganesh Ananthanarayanan, Christopher Douglas, Raghu Ramakrishnan, Sriram Rao, Ion Stoica
  
  ACM Symposium on Cloud Computing (SoCC) | October 2012
  
  Publication Publication
- Why let resources idle? Aggressive Cloning of Jobs with Dolly
  
  Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica
  
  USENIX HotCloud | June 2012
  
  Publication
- PACMan: Coordinated Memory Caching for Parallel Jobs
  
  Ganesh Ananthanarayanan, Ali Ghodsi, Andrew Wang, Dhruba Borthakur, Srikanth Kandula, Scott Shenker, Ion Stoica
  
  USENIX NSDI | April 2012
  
  Publication Project
- Disk-Locality in Datacenter Computing Considered Irrelevant
  
  Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica
  
  USENIX HotOS | May 2011
  
  Publication
- Scarlett: Coping with Skewed Popularity Content in MapReduce Clusters
  
  Ganesh Ananthanarayanan, Sameer Agarwal, Srikanth Kandula, Albert Greenberg, Ion Stoica, Duke Harlan, Ed Harris
  
  ACM EuroSys | April 2011
  
  Publication Publication
- Reining in the Outliers in Map-Reduce Clusters using Mantri
  
  Ganesh Ananthanarayanan, Srikanth Kandula, Albert Greenberg, Ion Stoica, Yi Lu, Bikas Saha, Edward Harris
  
  USENIX OSDI | October 2010
  
  Publication
- StarTrack: A Framework for Enabling Track-Based Applications
  
  Ganesh Ananthanarayanan, Maya Haridasan, Iqbal Mohomed, Doug Terry, Chandramohan A. Thekkath
  
  ACM MobiSys | June 2009
  
  Publication Publication
- Blue-Fi: Enhancing Wi-Fi Performance using Bluetooth Signals
  
  Ganesh Ananthanarayanan, Ion Stoica
  
  ACM MobiSys | June 2009
  
  Publication Publication
- Greening the Switch
  
  Ganesh Ananthanarayanan, Randy H. Katz
  
  USENIX HotPower | December 2008
  
  Publication
- COMBINE: Leveraging the Power of Wireless Peers through Collaborative Downloading
  
  Ganesh Ananthanarayanan, Venkat Padmanabhan, Lenin Ravindranath, Chandu Thekkath
  
  ACM MobiSys | June 2007
  
  Publication
- Collaborative Downloading for Multi-homed Wireless Devices
  
  Ganesh Ananthanarayanan, Venkat Padmanabhan, Chandu Thekkath, Lenin Ravindranath
  
  IEEE HotMobile | February 2007
  
  Publication
- SPACE: Secure Protocol for Address-Book based Connection Establishment
  
  Ganesh Ananthanarayanan, Ramarathnam Venkatesan, Prasad Naldurg, Sean Blagsvedt, Adithya Hemakumar
  
  ACM HotNets | November 2006
  
  Publication
- OWeB: A Framework for Offline Web Browsing
  
  Ganesh Ananthanarayanan, Sean Blagsvedt, Kentaro Toyama
  
  Latin American Web Congress (LA-WEB) | October 2006
  
  Publication
- Leading pedestrian intervals – Yay or Nay? A Before-After evaluation of multiple conflict types using an enhanced Non-Stationary framework integrating quantile regression into Bayesian hierarchical extreme value analysis
  
  Ashutosh Arun, Craig Lyon, Tarek Sayed, Simon Washington, Franz Loewenherz, Darcy Akers, Ganesh Ananthanarayanan, Yuanchao Shu, Mark Bandy, Md. Mazharul Haque
  
  Accident Analysis & Prevention | March 2023, Vol 181
  
  Publication
- The Emerging Landscape of Edge-Computing
  
  Shadi Noghabi, Landon Cox, Sharad Agarwal, Ganesh Ananthanarayanan
  
  ACM SIGMOBILE GetMobile | March 2020
  
  Publication Project Project
- 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
  
  Publication Publication Project Project
- 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
  
  Publication PDF Project Project
- Speculation-aware Cluster Scheduling
  
  Xiaoqi Ren, Ganesh Ananthanarayanan, Adam Wierman, Minlan Yu
  
  ACM SIGMETRICS Performance Evaluation Review | June 2015
  
  Publication Publication
- 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
  
  Publication Project Project
- 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
  
  Publication Project Project
- 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
  
  Publication Project Project
- 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
  
  Publication Project
- FastLane: Agile Drop Notification for Datacenter Networks
  
  David Zats, Anand Iyer, Ganesh Ananthanarayanan, Randy Katz, Ion Stoica, Amin Vahdat
  
  UCB/EECS-2013-173 | October 2013
  
  Publication
- Reining in the Outliers in Map-Reduce Clusters using Mantri
  
  Ganesh Ananthanarayanan, Srikanth Kandula, Albert Greenberg, Ion Stoica, Yi Lu, Bikas Saha, Edward Harris
  
  MSR-TR-2010-2013 | June 2010
  
  Publication
- Enabling Innovation Below the Communication API
  
  Ganesh Ananthanarayanan, Kurtis Heimerl, Matei Zaharia, Michael Demmer, Teemu Koponen, Arsalan Tavakoli, Scott Shenker, Ion Stoica
  
  | September 2009
  
  Publication
- A Randomized Defence of Virus Throttling
  
  Miranda Mowbray, Ganesh Ananthanarayanan, Anthony Joseph
  
  HPL-2008-135 | October 2008
  
  HP Laboratories Tech Report, HPL-2008-135
  
  Publication
- 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
  
  Publication Project Project
- Project Rocket platform—designed for easy, customizable live video analytics—is open source
  
  Ganesh Ananthanarayanan, Yuanchao Shu, Landon Cox, Victor Bahl
  
  January 2020
  
  Publication Project
- Memento: Coordinated Caching for Data-Intensive Clusters
  
  Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica
  
  September 2011
  
  Allerton Conference [Invited Paper]
  
  Publication
- Optimizing Parallel Job Performance in Data-Intensive Clusters
  
  Ganesh Ananthanarayanan
  
  December 2013
  
  PhD Thesis: Ph.D. Thesis, EECS Department, University of California at Berkeley | December 2013
  
  Publication
- Big data Analytics Systems
  
  Ganesh Ananthanarayanan, Ishai Menache
  
  Published by Cambridge University Press | 2014
  
  Publication