Ganesh Ananthanarayanan

86 papers A* 16A 9Misc 18Journal 26Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Offload or Overload: A Platform Measurement Study of Mobile Robotic Manipulation Workloads. CoRR Sara Pohland, Xenofon Foukas, Ganesh Ananthanarayanan, Andrey Kolobov, Sanjeev Mehrotra, Bozidar Radunovic, Ankit Verma
2025	J	`jnl`	AdaptCache: KV Cache Native Storage Hierarchy for Low-Delay and High-Quality Language Model Serving. CoRR Shaoting Feng, Hanchen Li, Kuntai Du, Zhuohan Gu, Yuhan Liu, Jiayi Yao, Siddhant Ray, Samuel Shen, Yihua Cheng, Ganesh Ananthanarayanan, Junchen Jiang
2025	—	`conf`	CIS: Checkpointed Inference for Data Drift-Resilient Model Serving at Edge Servers. SoCC Sudipta Saha Shubha, Haiying Shen, Ganesh Ananthanarayanan
2025	—	`conf`	Distributed AI Platform for the 6G RAN. OpenRan@MobiCom Ganesh Ananthanarayanan, Matthew Balkwill, Xenofon Foukas, Zhihua Lai, Bozidar Radunovic, Connor Settle, Yongguang Zhang
2025	J	`jnl`	EVICPRESS: Joint KV-Cache Compression and Eviction for Efficient LLM Serving. CoRR Shaoting Feng, Yuhan Liu, Hanchen Li, Xiaokun Chen, Samuel Shen, Kuntai Du, Zhuohan Gu, Rui Zhang, Yuyang Huang, Yihua Cheng, Jiayi Yao, Qizheng Zhang, Ganesh Ananthanarayanan, Junchen Jiang
2025	J	`jnl`	Enterprise AI Must Enforce Participant-Aware Access Control. CoRR Shashank Shreedhar Bhatt, Tanmay Rajore, Khushboo Aggarwal, Ganesh Ananthanarayanan, Ranveer Chandra, Nishanth Chandran, Suyash Choudhury, Divya Gupta, Emre Kiciman, Sumit Kumar Pandey, Srinath T. V. Setty, Rahul Sharma, Teijia Zhao
2025	A*	`conf`	METIS: Fast Quality-Aware RAG Systems with Configuration Adaptation. SOSP Siddhant Ray, Rui Pan, Zhuohan Gu, Kuntai Du, Shaoting Feng, Ganesh Ananthanarayanan, Ravi Netravali, Junchen Jiang
2024	A*	`conf`	CacheGen: KV Cache Compression and Streaming for Fast Large Language Model Serving. SIGCOMM 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
2024	J	`jnl`	Distributed AI Platform for the 6G RAN. CoRR Ganesh Ananthanarayanan, Xenofon Foukas, Bozidar Radunovic, Yongguang Zhang
2024	J	`jnl`	HawkVision: Low-Latency Modeless Edge AI Serving. CoRR ChonLam Lao, Jiaqi Gao, Ganesh Ananthanarayanan, Aditya Akella, Minlan Yu
2024	J	`jnl`	RAGServe: Fast Quality-Aware RAG Systems with Configuration Adaptation. CoRR Siddhant Ray, Rui Pan, Zhuohan Gu, Kuntai Du, Ganesh Ananthanarayanan, Ravi Netravali, Junchen Jiang
2024	Misc	`conf`	Vulcan: Automatic Query Planning for Live ML Analytics. NSDI Yiwen Zhang, Xumiao Zhang, Ganesh Ananthanarayanan, Anand P. Iyer, Yuanchao Shu, Victor Bahl, Z. Morley Mao, Mosharaf Chowdhury
2023	J	`jnl`	CacheGen: Fast Context Loading for Language Model Applications. CoRR Yuhan Liu, Hanchen Li, Kuntai Du, Jiayi Yao, Yihua Cheng, Yuyang Huang, Shan Lu, Michael Maire, Henry Hoffmann, Ari Holtzman, Ganesh Ananthanarayanan, Junchen Jiang
2023	Misc	`conf`	Gemel: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge. NSDI Arthi Padmanabhan, Neil Agarwal, Anand P. Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali
2023	—	`conf`	OneAdapt: Fast Adaptation for Deep Learning Applications via Backpropagation. SoCC Kuntai Du, Yuhan Liu, Yitian Hao, Qizheng Zhang, Haodong Wang, Yuyang Huang, Ganesh Ananthanarayanan, Junchen Jiang
2023	J	`jnl`	OneAdapt: Fast Adaptation for Deep Learning Applications via Backpropagation. CoRR Kuntai Du, Yuhan Liu, Yitian Hao, Qizheng Zhang, Haodong Wang, Yuyang Huang, Ganesh Ananthanarayanan, Junchen Jiang
2023	Misc	`conf`	RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics. NSDI Mehrdad Khani Shirkoohi, Ganesh Ananthanarayanan, Kevin Hsieh, Junchen Jiang, Ravi Netravali, Yuanchao Shu, Mohammad Alizadeh, Victor Bahl
2023	Misc	`conf`	Tambur: Efficient loss recovery for videoconferencing via streaming codes. NSDI Michael Rudow, Francis Y. Yan, Abhishek Kumar, Ganesh Ananthanarayanan, Martin Ellis, K. V. Rashmi
2022	Misc	`conf`	Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers. NSDI Romil Bhardwaj, Zhengxu Xia, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Nikolaos Karianakis, Kevin Hsieh, Paramvir Bahl, Ion Stoica
2022	J	`jnl`	GEMEL: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge. CoRR Arthi Padmanabhan, Neil Agarwal, Anand P. Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali
2022	J	`jnl`	Machine Learning at the Network Edge: A Survey. ACM Comput. Surv. M. G. Sarwar Murshed, Christopher Murphy, Daqing Hou, Nazar Khan, Ganesh Ananthanarayanan, Faraz Hussain
2021	A*	`conf`	PECAM: privacy-enhanced video streaming and analytics via securely-reversible transformation. MobiCom Hao Wu, Xuejin Tian, Minghao Li, Yunxin Liu, Ganesh Ananthanarayanan, Fengyuan Xu, Sheng Zhong
2021	J	`jnl`	Pervasive Video and Audio. IEEE Pervasive Comput. Fahim Kawsar, Romit Roy Choudhury, Ganesh Ananthanarayanan
2021	Misc	`conf`	Spider: A Multi-Hop Millimeter-Wave Network for Live Video Analytics. SEC Zhuqi Li, Yuanchao Shu, Ganesh Ananthanarayanan, Longfei Shangguan, Kyle Jamieson, Paramvir Bahl
2021	—	`conf`	Towards memory-efficient inference in edge video analytics. HotEdgeVideo@MobiCom Arthi Padmanabhan, Anand Padmanabha Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali
2020	A	`conf`	Collage Inference: Using Coded Redundancy for Lowering Latency Variation in Distributed Image Classification Systems. ICDCS Hema Venkata Krishna Giri Narra, Zhifeng Lin, Ganesh Ananthanarayanan, Salman Avestimehr, Murali Annavaram
2020	J	`jnl`	Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers. CoRR Romil Bhardwaj, Zhengxu Xia, Ganesh Ananthanarayanan, Junchen Jiang, Nikolaos Karianakis, Yuanchao Shu, Kevin Hsieh, Victor Bahl, Ion Stoica
2020	Misc	`conf`	On the Future of Congestion Control for the Public Internet. HotNets Lloyd Brown, Ganesh Ananthanarayanan, Ethan Katz-Bassett, Arvind Krishnamurthy, Sylvia Ratnasamy, Michael Schapira, Scott Shenker
2020	Misc	`conf`	Spatula: Efficient cross-camera video analytics on large camera networks. SEC Samvit Jain, Xun Zhang, Yuhao Zhou, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Paramvir Bahl, Joseph Gonzalez
2020	A*	`conf`	Visor: Privacy-Preserving Video Analytics as a Cloud Service. USENIX Security Symposium Rishabh Poddar, Ganesh Ananthanarayanan, Srinath T. V. Setty, Stavros Volos, Raluca Ada Popa
2020	J	`jnl`	Visor: Privacy-Preserving Video Analytics as a Cloud Service. CoRR Rishabh Poddar, Ganesh Ananthanarayanan, Srinath T. V. Setty, Stavros Volos, Raluca Ada Popa
2019	J	`jnl`	Collage Inference: Achieving low tail latency during distributed image classification using coded redundancy models. CoRR Krishna Narra, Zhifeng Lin, Ganesh Ananthanarayanan, Salman Avestimehr, Murali Annavaram
2019	J	`jnl`	Collage Inference: Tolerating Stragglers in Distributed Neural Network Inference using Coding. CoRR Krishna Giri Narra, Zhifeng Lin, Ganesh Ananthanarayanan, Salman Avestimehr, Murali Annavaram
2019	—	`conf`	Cracking open the DNN black-box: Video Analytics with DNNs across the Camera-Cloud Boundary. HotEdgeVideo@MobiCom John Emmons, Sadjad Fouladi, Ganesh Ananthanarayanan, Shivaram Venkataraman, Silvio Savarese, Keith Winstein
2019	A*	`conf`	HotEdgeVideo'19: Workshop on Hot Topics in Video Analytics and Intelligent Edges. MobiCom Ganesh Ananthanarayanan, Yunxin Liu, Yuanchao Shu
2019	J	`jnl`	Live Video Analytics. IEEE Internet Comput. Ganesh Ananthanarayanan, Weisong Shi
2019	J	`jnl`	Machine Learning at the Network Edge: A Survey. CoRR M. G. Sarwar Murshed, Christopher Murphy, Daqing Hou, Nazar Khan, Ganesh Ananthanarayanan, Faraz Hussain
2019	—	`conf`	Networked Cameras Are the New Big Data Clusters. HotEdgeVideo@MobiCom Junchen Jiang, Yuhao Zhou, Ganesh Ananthanarayanan, Yuanchao Shu, Andrew A. Chien
2019	—	`ed.`	Proceedings of the 2019 Workshop on Hot Topics in Video Analytics and Intelligent Edges, HotEdgeVideo@MobiCom 2019, Los Cabos, Mexico, October 21-25, 2019 HotEdgeVideo@MobiCom Ganesh Ananthanarayanan, Yunxin Liu, Yuanchao Shu
2019	Misc	`ed.`	Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, SEC 2019, Arlington, Virginia, USA, November 7-9, 2019. SEC Songqing Chen, Ryokichi Onishi, Ganesh Ananthanarayanan, Qun Li
2019	Misc	`conf`	Scaling Video Analytics Systems to Large Camera Deployments. HotMobile Samvit Jain, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Joseph Gonzalez
2019	—	`conf`	Session details: Session 1: Cameras are becoming Smarter. HotEdgeVideo@MobiCom Ganesh Ananthanarayanan
2019	J	`jnl`	The Emerging Landscape of Edge Computing. GetMobile Mob. Comput. Commun. Shadi A. Noghabi, Landon P. Cox, Sharad Agarwal, Ganesh Ananthanarayanan
2019	A	`conf`	Video Analytics - Killer App for Edge Computing. MobiSys Ganesh Ananthanarayanan, Victor Bahl, Landon P. Cox, Alex Crown, Shadi A. Noghabi, Yuanchao Shu
2019	A*	`conf`	Zooming in on wide-area latencies to a global cloud provider. SIGCOMM Yuchen Jin, Sundararajan Renganathan, Ganesh Ananthanarayanan, Junchen Jiang, Venkata N. Padmanabhan, Manuel Schröder, Matt Calder, Arvind Krishnamurthy
2018	—	`ed.`	10th USENIX Workshop on Hot Topics in Cloud Computing, HotCloud 2018, Boston, MA, USA, July 9, 2018. HotCloud Ganesh Ananthanarayanan, Indranil Gupta
2018	A*	`conf`	Chameleon: scalable adaptation of video analytics. SIGCOMM Junchen Jiang, Ganesh Ananthanarayanan, Peter Bodík, Siddhartha Sen, Ion Stoica
2018	J	`jnl`	Deep recurrent neural networks based binaural speech segregation for the selection of closest target of interest. Multim. Tools Appl. R. Venkatesan, Ganesh Ananthanarayanan
2018	A*	`conf`	Focus: Querying Large Video Datasets with Low Latency and Low Cost. OSDI Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodík, Shivaram Venkataraman, Paramvir Bahl, Matthai Philipose, Phillip B. Gibbons, Onur Mutlu
2018	J	`jnl`	Focus: Querying Large Video Datasets with Low Latency and Low Cost. CoRR Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodík, Paramvir Bahl, Matthai Philipose, Phillip B. Gibbons, Onur Mutlu
2018	Misc	`conf`	Odin: Microsoft's Scalable Fault-Tolerant CDN Measurement System. NSDI Matt Calder, Ryan Gao, Manuel Schröder, Ryan Stewart, Jitendra Padhye, Ratul Mahajan, Ganesh Ananthanarayanan, Ethan Katz-Bassett
2018	J	`jnl`	ReXCam: Resource-Efficient, Cross-Camera Video Analytics at Enterprise Scale. CoRR Samvit Jain, Junchen Jiang, Yuanchao Shu, Ganesh Ananthanarayanan, Joseph Gonzalez
2018	J	`jnl`	Scaling Video Analytics Systems to Large Camera Deployments. CoRR Samvit Jain, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Joseph E. Gonzalez
2018	J	`jnl`	Special Issue on the Work-in-Progress (WIP) session at the ACM SIGMETRICS 2018 Conference. SIGMETRICS Perform. Evaluation Rev. Zhenhua Liu, Ganesh Ananthanarayanan
2018	Misc	`conf`	VideoEdge: Processing Camera Streams using Hierarchical Clusters. SEC Chien-Chun Hung, Ganesh Ananthanarayanan, Peter Bodík, Leana Golubchik, Minlan Yu, Paramvir Bahl, Matthai Philipose
2018	A	`conf`	Wide-area analytics with multiple resources. EuroSys Chien-Chun Hung, Ganesh Ananthanarayanan, Leana Golubchik, Minlan Yu, Mingyang Zhang
2017	Misc	`conf`	Live Video Analytics at Scale with Approximation and Delay-Tolerance. NSDI Haoyu Zhang, Ganesh Ananthanarayanan, Peter Bodík, Matthai Philipose, Paramvir Bahl, Michael J. Freedman
2017	J	`jnl`	Real-Time Video Analytics: The Killer App for Edge Computing. Computer Ganesh Ananthanarayanan, Paramvir Bahl, Peter Bodík, Krishna Chintalapudi, Matthai Philipose, Lenin Ravindranath, Sudipta Sinha
2016	A*	`conf`	Altruistic Scheduling in Multi-Resource Clusters. OSDI Robert Grandl, Mosharaf Chowdhury, Aditya Akella, Ganesh Ananthanarayanan
2016	—	`ch.`	Big data analytics systems. Big Data over Networks Ganesh Ananthanarayanan, Ishai Menache
2016	A*	`conf`	CLARINET: WAN-Aware Optimization for Analytics Queries. OSDI Raajay Viswanathan, Ganesh Ananthanarayanan, Aditya Akella
2016	A	`conf`	Hold 'em or fold 'em?: aggregation queries under performance variations. EuroSys Gautam Kumar, Ganesh Ananthanarayanan, Sylvia Ratnasamy, Ion Stoica
2016	A*	`conf`	Via: Improving Internet Telephony Call Quality Using Predictive Relay Selection. SIGCOMM Junchen Jiang, Rajdeep Das, Ganesh Ananthanarayanan, Philip A. Chou, Venkat N. Padmanabhan, Vyas Sekar, Esbjorn Dominique, Marcin Goliszewski, Dalibor Kukoleca, Renat Vafin, Hui Zhang
2015	—	`conf`	FastLane: making short flows shorter with agile drop notification. SoCC David Zats, Anand Padmanabha Iyer, Ganesh Ananthanarayanan, Rachit Agarwal, Randy H. Katz, Ion Stoica, Amin Vahdat
2015	A*	`conf`	Hopper: Decentralized Speculation-aware Cluster Scheduling at Scale. SIGCOMM Xiaoqi Ren, Ganesh Ananthanarayanan, Adam Wierman, Minlan Yu
2015	A*	`conf`	Low Latency Geo-distributed Data Analytics. SIGCOMM Qifan Pu, Ganesh Ananthanarayanan, Peter Bodík, Srikanth Kandula, Aditya Akella, Paramvir Bahl, Ion Stoica
2015	J	`jnl`	Speculation-aware Cluster Scheduling. SIGMETRICS Perform. Evaluation Rev. Xiaoqi Ren, Ganesh Ananthanarayanan, Adam Wierman, Minlan Yu
2014	Misc	`conf`	GRASS: Trimming Stragglers in Approximation Analytics. NSDI Ganesh Ananthanarayanan, Michael Chien-Chun Hung, Xiaoqi Ren, Ion Stoica, Adam Wierman, Minlan Yu
2014	A*	`conf`	Multi-resource packing for cluster schedulers. SIGCOMM Robert Grandl, Ganesh Ananthanarayanan, Srikanth Kandula, Sriram Rao, Aditya Akella
2014	A*	`conf`	The Power of Choice in Data-Aware Cluster Scheduling. OSDI Shivaram Venkataraman, Aurojit Panda, Ganesh Ananthanarayanan, Michael J. Franklin, Ion Stoica
2014	—	`conf`	Wrangler: Predictable and Faster Jobs using Fewer Resources. SoCC Neeraja Jayant Yadwadkar, Ganesh Ananthanarayanan, Randy H. Katz
2013	Misc	`conf`	Effective Straggler Mitigation: Attack of the Clones. NSDI Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica
2013	—	`—`	Optimizing Parallel Job Performance in Data-Intensive Clusters. Ganesh Ananthanarayanan
2012	Misc	`conf`	PACMan: Coordinated Memory Caching for Parallel Jobs. NSDI Ganesh Ananthanarayanan, Ali Ghodsi, Andrew Warfield, Dhruba Borthakur, Srikanth Kandula, Scott Shenker, Ion Stoica
2012	—	`conf`	True elasticity in multi-tenant data-intensive compute clusters. SoCC Ganesh Ananthanarayanan, Chris Douglas, Raghu Ramakrishnan, Sriram Rao, Ion Stoica
2012	—	`conf`	Why Let Resources Idle? Aggressive Cloning of Jobs with Dolly. HotCloud Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica
2011	A	`conf`	Disk-Locality in Datacenter Computing Considered Irrelevant. HotOS Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica
2011	A	`conf`	Scarlett: coping with skewed content popularity in mapreduce clusters. EuroSys Ganesh Ananthanarayanan, Sameer Agarwal, Srikanth Kandula, Albert G. Greenberg, Ion Stoica, Duke Harlan, Ed Harris
2010	A*	`conf`	Reining in the Outliers in Map-Reduce Clusters using Mantri. OSDI Ganesh Ananthanarayanan, Srikanth Kandula, Albert G. Greenberg, Ion Stoica, Yi Lu, Bikas Saha, Edward Harris
2009	A	`conf`	Blue-Fi: enhancing Wi-Fi performance using bluetooth signals. MobiSys Ganesh Ananthanarayanan, Ion Stoica
2009	A	`conf`	StarTrack: a framework for enabling track-based applications. MobiSys Ganesh Ananthanarayanan, Maya Haridasan, Iqbal Mohomed, Doug Terry, Chandramohan A. Thekkath
2008	—	`conf`	Greening the Switch. HotPower Ganesh Ananthanarayanan, Randy H. Katz
2007	A	`conf`	COMBINE: leveraging the power of wireless peers through collaborative downloading. MobiSys Ganesh Ananthanarayanan, Venkata N. Padmanabhan, Lenin Ravindranath, Chandramohan A. Thekkath
2007	Misc	`conf`	Collaborative Downloading for Multi-homed Wireless Devices. HotMobile Ganesh Ananthanarayanan, Venkata N. Padmanabhan, Chandramohan A. Thekkath, Lenin Ravindranath
2006	—	`conf`	OWeB: A Framework for Offline Web Browsing. LA-WEB Ganesh Ananthanarayanan, Sean Olin Blagsvedt, Kentaro Toyama
2006	Misc	`conf`	SPACE: Secure Protocol for Address Book based Connection Establishment. HotNets Ganesh Ananthanarayanan, Ramarathnam Venkatesan, Prasad Naldurg, Sean Olin Blagsvedt, Adithya Hemakumar