Ganesh Ananthanarayanan

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 56

Top Venues

University of California, Berkeley, USA (PHD)

Education History

University of California, Berkeley, USA

PHD

Publications

Yiwen Zhang, Xumiao Zhang, Ganesh Ananthanarayanan, Anand P. Iyer, Yuanchao Shu, Victor Bahl, Z. Morley Mao, Mosharaf Chowdhury
Vulcan: Automatic Query Planning for Live ML Analytics. NSDI (2024)
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
CacheGen: KV Cache Compression and Streaming for Fast Large Language Model Serving. SIGCOMM (2024)
ChonLam Lao, Jiaqi Gao, Ganesh Ananthanarayanan, Aditya Akella, Minlan Yu
HawkVision: Low-Latency Modeless Edge AI Serving. CoRR (2024)
Kuntai Du, Yuhan Liu, Yitian Hao, Qizheng Zhang, Haodong Wang, Yuyang Huang, Ganesh Ananthanarayanan, Junchen Jiang
OneAdapt: Fast Adaptation for Deep Learning Applications via Backpropagation. SoCC (2023)
Michael Rudow, Francis Y. Yan, Abhishek Kumar, Ganesh Ananthanarayanan, Martin Ellis, K. V. Rashmi
Tambur: Efficient loss recovery for videoconferencing via streaming codes. NSDI (2023)
Kuntai Du, Yuhan Liu, Yitian Hao, Qizheng Zhang, Haodong Wang, Yuyang Huang, Ganesh Ananthanarayanan, Junchen Jiang
OneAdapt: Fast Adaptation for Deep Learning Applications via Backpropagation. CoRR (2023)
Mehrdad Khani, Ganesh Ananthanarayanan, Kevin Hsieh, Junchen Jiang, Ravi Netravali, Yuanchao Shu, Mohammad Alizadeh, Victor Bahl
RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics. NSDI (2023)
Yuhan Liu, Hanchen Li, Kuntai Du, Jiayi Yao, Yihua Cheng, Yuyang Huang, Shan Lu, Michael Maire, Henry Hoffmann, Ari Holtzman, Ganesh Ananthanarayanan, Junchen Jiang
CacheGen: Fast Context Loading for Language Model Applications. CoRR (2023)
Arthi Padmanabhan, Neil Agarwal, Anand P. Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali
Gemel: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge. NSDI (2023)
Arthi Padmanabhan, Neil Agarwal, Anand P. Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali
GEMEL: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge. CoRR (2022)
Romil Bhardwaj, Zhengxu Xia, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Nikolaos Karianakis, Kevin Hsieh, Paramvir Bahl, Ion Stoica
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers. NSDI (2022)
M. G. Sarwar Murshed, Christopher Murphy, Daqing Hou, Nazar Khan, Ganesh Ananthanarayanan, Faraz Hussain
Machine Learning at the Network Edge: A Survey. ACM Comput. Surv. 54 (8) (2022)
Arthi Padmanabhan, Anand Padmanabha Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali
Towards memory-efficient inference in edge video analytics. HotEdgeVideo@MobiCom (2021)
Hao Wu, Xuejin Tian, Minghao Li, Yunxin Liu, Ganesh Ananthanarayanan, Fengyuan Xu, Sheng Zhong
PECAM: privacy-enhanced video streaming and analytics via securely-reversible transformation. MobiCom (2021)
Fahim Kawsar, Romit Roy Choudhury, Ganesh Ananthanarayanan
Pervasive Video and Audio. IEEE Pervasive Comput. 20 (2) (2021)
Zhuqi Li, Yuanchao Shu, Ganesh Ananthanarayanan, Longfei Shangguan, Kyle Jamieson, Paramvir Bahl
Spider: A Multi-Hop Millimeter-Wave Network for Live Video Analytics. SEC (2021)
Samvit Jain, Xun Zhang, Yuhao Zhou, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Paramvir Bahl, Joseph Gonzalez
Spatula: Efficient cross-camera video analytics on large camera networks. SEC (2020)
Rishabh Poddar, Ganesh Ananthanarayanan, Srinath Setty, Stavros Volos, Raluca Ada Popa
Visor: Privacy-Preserving Video Analytics as a Cloud Service. CoRR (2020)
Lloyd Brown, Ganesh Ananthanarayanan, Ethan Katz-Bassett, Arvind Krishnamurthy, Sylvia Ratnasamy, Michael Schapira, Scott Shenker
On the Future of Congestion Control for the Public Internet. HotNets (2020)
Romil Bhardwaj, Zhengxu Xia, Ganesh Ananthanarayanan, Junchen Jiang, Nikolaos Karianakis, Yuanchao Shu, Kevin Hsieh, Victor Bahl, Ion Stoica
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers. CoRR (2020)
Hema Venkata Krishna Giri Narra, Zhifeng Lin, Ganesh Ananthanarayanan, Salman Avestimehr, Murali Annavaram
Collage Inference: Using Coded Redundancy for Lowering Latency Variation in Distributed Image Classification Systems. ICDCS (2020)
Rishabh Poddar, Ganesh Ananthanarayanan, Srinath Setty, Stavros Volos, Raluca Ada Popa
Visor: Privacy-Preserving Video Analytics as a Cloud Service. USENIX Security Symposium (2020)
Ganesh Ananthanarayanan, Victor Bahl, Landon P. Cox, Alex Crown, Shadi Nogbahi, Yuanchao Shu
Video Analytics - Killer App for Edge Computing. MobiSys (2019)
Shadi A. Noghabi, Landon P. Cox, Sharad Agarwal, Ganesh Ananthanarayanan
The Emerging Landscape of Edge Computing. GetMobile Mob. Comput. Commun. 23 (4) (2019)
John Emmons, Sadjad Fouladi, Ganesh Ananthanarayanan, Shivaram Venkataraman, Silvio Savarese, Keith Winstein
Cracking open the DNN black-box: Video Analytics with DNNs across the Camera-Cloud Boundary. HotEdgeVideo@MOBICOM (2019)
Junchen Jiang, Yuhao Zhou, Ganesh Ananthanarayanan, Yuanchao Shu, Andrew A. Chien
Networked Cameras Are the New Big Data Clusters. HotEdgeVideo@MOBICOM (2019)
Samvit Jain, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Joseph Gonzalez
Scaling Video Analytics Systems to Large Camera Deployments. HotMobile (2019)
M. G. Sarwar Murshed, Christopher Murphy, Daqing Hou, Nazar Khan, Ganesh Ananthanarayanan, Faraz Hussain
Machine Learning at the Network Edge: A Survey. CoRR (2019)
Krishna Narra, Zhifeng Lin, Ganesh Ananthanarayanan, Salman Avestimehr, Murali Annavaram
Collage Inference: Achieving low tail latency during distributed image classification using coded redundancy models. CoRR (2019)
Ganesh Ananthanarayanan
Session details: Session 1: Cameras are becoming Smarter. HotEdgeVideo@MOBICOM (2019)
Ganesh Ananthanarayanan, Weisong Shi
Live Video Analytics. IEEE Internet Comput. 23 (4) (2019)
Yuchen Jin, Sundararajan Renganathan, Ganesh Ananthanarayanan, Junchen Jiang, Venkata N. Padmanabhan, Manuel Schröder, Matt Calder, Arvind Krishnamurthy
Zooming in on wide-area latencies to a global cloud provider. SIGCOMM (2019)
Ganesh Ananthanarayanan, Yunxin Liu, Yuanchao Shu
HotEdgeVideo'19: Workshop on Hot Topics in Video Analytics and Intelligent Edges. MobiCom (2019)
Krishna Giri Narra, Zhifeng Lin, Ganesh Ananthanarayanan, Salman Avestimehr, Murali Annavaram
Collage Inference: Tolerating Stragglers in Distributed Neural Network Inference using Coding. CoRR (2019)
Chien-Chun Hung, Ganesh Ananthanarayanan, Leana Golubchik, Minlan Yu, Mingyang Zhang
Wide-area analytics with multiple resources. EuroSys (2018)
Samvit Jain, Junchen Jiang, Yuanchao Shu, Ganesh Ananthanarayanan, Joseph Gonzalez
ReXCam: Resource-Efficient, Cross-Camera Video Analytics at Enterprise Scale. CoRR (2018)
R. Venkatesan, Ganesh Ananthanarayanan
Deep recurrent neural networks based binaural speech segregation for the selection of closest target of interest. Multim. Tools Appl. 77 (15) (2018)
Matt Calder, Ryan Gao, Manuel Schröder, Ryan Stewart, Jitendra Padhye, Ratul Mahajan, Ganesh Ananthanarayanan, Ethan Katz-Bassett
Odin: Microsoft's Scalable Fault-Tolerant CDN Measurement System. NSDI (2018)
Junchen Jiang, Ganesh Ananthanarayanan, Peter Bodík, Siddhartha Sen, Ion Stoica
Chameleon: scalable adaptation of video analytics. SIGCOMM (2018)
Samvit Jain, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Joseph E. Gonzalez
Scaling Video Analytics Systems to Large Camera Deployments. CoRR (2018)
Chien-Chun Hung, Ganesh Ananthanarayanan, Peter Bodík, Leana Golubchik, Minlan Yu, Paramvir Bahl, Matthai Philipose
VideoEdge: Processing Camera Streams using Hierarchical Clusters. SEC (2018)
Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodík, Shivaram Venkataraman, Paramvir Bahl, Matthai Philipose, Phillip B. Gibbons, Onur Mutlu
Focus: Querying Large Video Datasets with Low Latency and Low Cost. OSDI (2018)
Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodík, Paramvir Bahl, Matthai Philipose, Phillip B. Gibbons, Onur Mutlu
Focus: Querying Large Video Datasets with Low Latency and Low Cost. CoRR (2018)
Zhenhua Liu, Ganesh Ananthanarayanan
Special Issue on the Work-in-Progress (WIP) session at the ACM SIGMETRICS 2018 Conference. SIGMETRICS Perform. Evaluation Rev. 46 (2) (2018)
Haoyu Zhang, Ganesh Ananthanarayanan, Peter Bodík, Matthai Philipose, Paramvir Bahl, Michael J. Freedman
Live Video Analytics at Scale with Approximation and Delay-Tolerance. NSDI (2017)
Ganesh Ananthanarayanan, Paramvir Bahl, Peter Bodík, Krishna Chintalapudi, Matthai Philipose, Lenin Ravindranath, Sudipta Sinha
Real-Time Video Analytics: The Killer App for Edge Computing. Computer 50 (10) (2017)
Raajay Viswanathan, Ganesh Ananthanarayanan, Aditya Akella
CLARINET: WAN-Aware Optimization for Analytics Queries. OSDI (2016)
Junchen Jiang, Rajdeep Das, Ganesh Ananthanarayanan, Philip A. Chou, Venkat N. Padmanabhan, Vyas Sekar, Esbjorn Dominique, Marcin Goliszewski, Dalibor Kukoleca, Renat Vafin, Hui Zhang
Via: Improving Internet Telephony Call Quality Using Predictive Relay Selection. SIGCOMM (2016)
Robert Grandl, Mosharaf Chowdhury, Aditya Akella, Ganesh Ananthanarayanan
Altruistic Scheduling in Multi-Resource Clusters. OSDI (2016)
Gautam Kumar, Ganesh Ananthanarayanan, Sylvia Ratnasamy, Ion Stoica
Hold 'em or fold 'em?: aggregation queries under performance variations. EuroSys (2016)
Qifan Pu, Ganesh Ananthanarayanan, Peter Bodík, Srikanth Kandula, Aditya Akella, Paramvir Bahl, Ion Stoica
Low Latency Geo-distributed Data Analytics. SIGCOMM (2015)
Xiaoqi Ren, Ganesh Ananthanarayanan, Adam Wierman, Minlan Yu
Hopper: Decentralized Speculation-aware Cluster Scheduling at Scale. SIGCOMM (2015)
Xiaoqi Ren, Ganesh Ananthanarayanan, Adam Wierman, Minlan Yu
Speculation-aware Cluster Scheduling. SIGMETRICS Perform. Evaluation Rev. 43 (2) (2015)
Peter Bodík, Ion Stoica, Ganesh Ananthanarayanan, Paramvir Bahl, Qifan Pu, Srikanth Kandula, Aditya Akella
Low Latency Geo-distributed Data Analytics. Computer Communication Review (2015)
Xiaoqi Ren, Minlan Yu, Ganesh Ananthanarayanan, Adam Wierman
Hopper: Decentralized Speculation-aware Cluster Scheduling at Scale. Computer Communication Review (2015)
David Zats, Anand Padmanabha Iyer, Ganesh Ananthanarayanan, Rachit Agarwal, Randy H. Katz, Ion Stoica, Amin Vahdat
FastLane: making short flows shorter with agile drop notification. SoCC (2015)
Ganesh Ananthanarayanan, Michael Chien-Chun Hung, Xiaoqi Ren, Ion Stoica, Adam Wierman, Minlan Yu
GRASS: Trimming Stragglers in Approximation Analytics. NSDI (2014)
Robert Grandl, Ganesh Ananthanarayanan, Srikanth Kandula, Sriram Rao, Aditya Akella
Multi-resource packing for cluster schedulers. SIGCOMM (2014)
Shivaram Venkataraman, Aurojit Panda, Ganesh Ananthanarayanan, Michael J. Franklin, Ion Stoica
The Power of Choice in Data-Aware Cluster Scheduling. OSDI (2014)
Neeraja Jayant Yadwadkar, Ganesh Ananthanarayanan, Randy H. Katz
Wrangler: Predictable and Faster Jobs using Fewer Resources. SoCC (2014)
Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica
Effective Straggler Mitigation: Attack of the Clones. NSDI (2013)
Ganesh Ananthanarayanan, Ali Ghodsi, Andrew Warfield, Dhruba Borthakur, Srikanth Kandula, Scott Shenker, Ion Stoica
PACMan: Coordinated Memory Caching for Parallel Jobs. NSDI (2012)
Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica
Why Let Resources Idle? Aggressive Cloning of Jobs with Dolly. HotCloud (2012)
Ganesh Ananthanarayanan, Chris Douglas, Raghu Ramakrishnan, Sriram Rao, Ion Stoica
True elasticity in multi-tenant data-intensive compute clusters. SoCC (2012)
Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica
Disk-Locality in Datacenter Computing Considered Irrelevant. HotOS (2011)
Ganesh Ananthanarayanan, Sameer Agarwal, Srikanth Kandula, Albert G. Greenberg, Ion Stoica, Duke Harlan, Ed Harris
Scarlett: coping with skewed content popularity in mapreduce clusters. EuroSys (2011)
Ganesh Ananthanarayanan, Srikanth Kandula, Albert G. Greenberg, Ion Stoica, Yi Lu, Bikas Saha, Edward Harris
Reining in the Outliers in Map-Reduce Clusters using Mantri. OSDI (2010)
Ganesh Ananthanarayanan, Maya Haridasan, Iqbal Mohomed, Doug Terry, Chandramohan A. Thekkath
StarTrack: a framework for enabling track-based applications. MobiSys (2009)
Ganesh Ananthanarayanan, Ion Stoica
Blue-Fi: enhancing Wi-Fi performance using bluetooth signals. MobiSys (2009)
Ganesh Ananthanarayanan, Randy H. Katz
Greening the Switch. HotPower (2008)
Ganesh Ananthanarayanan, Venkata N. Padmanabhan, Lenin Ravindranath, Chandramohan A. Thekkath
COMBINE: leveraging the power of wireless peers through collaborative downloading. MobiSys (2007)
Ganesh Ananthanarayanan, Venkata N. Padmanabhan, Chandramohan A. Thekkath, Lenin Ravindranath
Collaborative Downloading for Multi-homed Wireless Devices. HotMobile (2007)
Ganesh Ananthanarayanan, Sean Olin Blagsvedt, Kentaro Toyama
OWeB: A Framework for Offline Web Browsing. LA-WEB (2006)
Ganesh Ananthanarayanan, Ramarathnam Venkatesan, Prasad Naldurg, Sean Olin Blagsvedt, Adithya Hemakumar
SPACE: Secure Protocol for Address Book based Connection Establishment. HotNets (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ganesh Ananthanarayanan