Ganesh Ananthanarayanan

According to our database, Ganesh Ananthanarayanan authored at least 69 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Distributed AI Platform for the 6G RAN.

Ganesh Ananthanarayanan, Xenofon Foukas, Bozidar Radunovic, Yongguang Zhang

CoRR, 2024

HawkVision: Low-Latency Modeless Edge AI Serving.

ChonLam Lao, Jiaqi Gao, Ganesh Ananthanarayanan, Aditya Akella, Minlan Yu

CoRR, 2024

CacheGen: KV Cache Compression and Streaming for Fast Large Language Model Serving.

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

Proceedings of the ACM SIGCOMM 2024 Conference, 2024

Vulcan: Automatic Query Planning for Live ML Analytics.

Yiwen Zhang, Xumiao Zhang, Ganesh Ananthanarayanan, Anand P. Iyer, Yuanchao Shu, Victor Bahl, Z. Morley Mao, Mosharaf Chowdhury

Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

2023

CacheGen: Fast Context Loading for Language Model Applications.

Yuhan Liu, Hanchen Li, Kuntai Du, Jiayi Yao, Yihua Cheng, Yuyang Huang, Shan Lu, Michael Maire, Henry Hoffmann, Ari Holtzman, Ganesh Ananthanarayanan, Junchen Jiang

CoRR, 2023

Tambur: Efficient loss recovery for videoconferencing via streaming codes.

Michael Rudow, Francis Y. Yan, Abhishek Kumar, Ganesh Ananthanarayanan, Martin Ellis, K. V. Rashmi

Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

Gemel: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge.

Arthi Padmanabhan, Neil Agarwal, Anand P. Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali

Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics.

Mehrdad Khani Shirkoohi, Ganesh Ananthanarayanan, Kevin Hsieh, Junchen Jiang, Ravi Netravali, Yuanchao Shu, Mohammad Alizadeh, Victor Bahl

Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

OneAdapt: Fast Adaptation for Deep Learning Applications via Backpropagation.

Kuntai Du, Yuhan Liu, Yitian Hao, Qizheng Zhang, Haodong Wang, Yuyang Huang, Ganesh Ananthanarayanan, Junchen Jiang

Proceedings of the 2023 ACM Symposium on Cloud Computing, SoCC 2023, 2023

2022

Machine Learning at the Network Edge: A Survey.

M. G. Sarwar Murshed, Christopher Murphy, Daqing Hou, Nazar Khan, Ganesh Ananthanarayanan, Faraz Hussain

ACM Comput. Surv., 2022

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, Paramvir Bahl, Ion Stoica

Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022

2021

Pervasive Video and Audio.

Fahim Kawsar, Romit Roy Choudhury, Ganesh Ananthanarayanan

IEEE Pervasive Comput., 2021

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

Proceedings of the ACM MobiCom '21: The 27th Annual International Conference on Mobile Computing and Networking, 2021

Towards memory-efficient inference in edge video analytics.

Arthi Padmanabhan, Anand Padmanabha Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali

Proceedings of the HotEdgeVideo@MobiCom 2021: Proceedings of the 3rd ACM Workshop on Hot Topics in Video Analytics and Intelligent Edges, 2021

Spider: A Multi-Hop Millimeter-Wave Network for Live Video Analytics.

Zhuqi Li, Yuanchao Shu, Ganesh Ananthanarayanan, Longfei Shangguan, Kyle Jamieson, Paramvir Bahl

Proceedings of the 6th IEEE/ACM Symposium on Edge Computing, 2021

2020

Visor: Privacy-Preserving Video Analytics as a Cloud Service.

Rishabh Poddar, Ganesh Ananthanarayanan, Srinath T. V. Setty, Stavros Volos, Raluca Ada Popa

Proceedings of the 29th USENIX Security Symposium, 2020

Spatula: Efficient cross-camera video analytics on large camera networks.

Samvit Jain, Xun Zhang, Yuhao Zhou, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Paramvir Bahl, Joseph Gonzalez

Proceedings of the 5th IEEE/ACM Symposium on Edge Computing, 2020

Collage Inference: Using Coded Redundancy for Lowering Latency Variation in Distributed Image Classification Systems.

Hema Venkata Krishna Giri Narra, Zhifeng Lin, Ganesh Ananthanarayanan, Salman Avestimehr, Murali Annavaram

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

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

Proceedings of the HotNets '20: The 19th ACM Workshop on Hot Topics in Networks, 2020

2019

The Emerging Landscape of Edge Computing.

Shadi A. Noghabi, Landon P. Cox, Sharad Agarwal, Ganesh Ananthanarayanan

GetMobile Mob. Comput. Commun., 2019

Live Video Analytics.

Ganesh Ananthanarayanan, Weisong Shi

IEEE Internet Comput., 2019

Collage Inference: Achieving low tail latency during distributed image classification using coded redundancy models.

Krishna Narra, Zhifeng Lin, Ganesh Ananthanarayanan, Salman Avestimehr, Murali Annavaram

CoRR, 2019

Collage Inference: Tolerating Stragglers in Distributed Neural Network Inference using Coding.

Krishna Giri Narra, Zhifeng Lin, Ganesh Ananthanarayanan, Salman Avestimehr, Murali Annavaram

CoRR, 2019

Scaling Video Analytics Systems to Large Camera Deployments.

Samvit Jain, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Joseph Gonzalez

Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications, 2019

Zooming in on wide-area latencies to a global cloud provider.

Yuchen Jin, Sundararajan Renganathan, Ganesh Ananthanarayanan, Junchen Jiang, Venkata N. Padmanabhan, Manuel Schröder, Matt Calder, Arvind Krishnamurthy

Proceedings of the ACM Special Interest Group on Data Communication, 2019

Video Analytics - Killer App for Edge Computing.

Ganesh Ananthanarayanan, Victor Bahl, Landon P. Cox, Alex Crown, Shadi A. Noghabi, Yuanchao Shu

Proceedings of the 17th Annual International Conference on Mobile Systems, 2019

Networked Cameras Are the New Big Data Clusters.

Junchen Jiang, Yuhao Zhou, Ganesh Ananthanarayanan, Yuanchao Shu, Andrew A. Chien

Proceedings of the 2019 Workshop on Hot Topics in Video Analytics and Intelligent Edges, 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

Proceedings of the 2019 Workshop on Hot Topics in Video Analytics and Intelligent Edges, 2019

HotEdgeVideo'19: Workshop on Hot Topics in Video Analytics and Intelligent Edges.

Ganesh Ananthanarayanan, Yunxin Liu, Yuanchao Shu

Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019

Session details: Session 1: Cameras are becoming Smarter.

Ganesh Ananthanarayanan

Proceedings of the 2019 Workshop on Hot Topics in Video Analytics and Intelligent Edges, 2019

2018

Special Issue on the Work-in-Progress (WIP) session at the ACM SIGMETRICS 2018 Conference.

Zhenhua Liu, Ganesh Ananthanarayanan

SIGMETRICS Perform. Evaluation Rev., 2018

Deep recurrent neural networks based binaural speech segregation for the selection of closest target of interest.

R. Venkatesan, Ganesh Ananthanarayanan

Multim. Tools Appl., 2018

ReXCam: Resource-Efficient, Cross-Camera Video Analytics at Enterprise Scale.

Samvit Jain, Junchen Jiang, Yuanchao Shu, Ganesh Ananthanarayanan, Joseph Gonzalez

CoRR, 2018

Focus: Querying Large Video Datasets with Low Latency and Low Cost.

Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodík, Paramvir Bahl, Matthai Philipose, Phillip B. Gibbons, Onur Mutlu

CoRR, 2018

Chameleon: scalable adaptation of video analytics.

Junchen Jiang, Ganesh Ananthanarayanan, Peter Bodík, Siddhartha Sen, Ion Stoica

Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication, 2018

Focus: Querying Large Video Datasets with Low Latency and Low Cost.

Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodík, Shivaram Venkataraman, Paramvir Bahl, Matthai Philipose, Phillip B. Gibbons, Onur Mutlu

Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

Odin: Microsoft's Scalable Fault-Tolerant CDN Measurement System.

Matt Calder, Ryan Gao, Manuel Schröder, Ryan Stewart, Jitendra Padhye, Ratul Mahajan, Ganesh Ananthanarayanan, Ethan Katz-Bassett

Proceedings of the 15th USENIX Symposium on Networked Systems Design and Implementation, 2018

Wide-area analytics with multiple resources.

Chien-Chun Hung, Ganesh Ananthanarayanan, Leana Golubchik, Minlan Yu, Mingyang Zhang

Proceedings of the Thirteenth EuroSys Conference, 2018

VideoEdge: Processing Camera Streams using Hierarchical Clusters.

Chien-Chun Hung, Ganesh Ananthanarayanan, Peter Bodík, Leana Golubchik, Minlan Yu, Paramvir Bahl, Matthai Philipose

Proceedings of the 2018 IEEE/ACM Symposium on Edge Computing, 2018

2017

Real-Time Video Analytics: The Killer App for Edge Computing.

Ganesh Ananthanarayanan, Paramvir Bahl, Peter Bodík, Krishna Chintalapudi, Matthai Philipose, Lenin Ravindranath, Sudipta Sinha

Computer, 2017

Live Video Analytics at Scale with Approximation and Delay-Tolerance.

Haoyu Zhang, Ganesh Ananthanarayanan, Peter Bodík, Matthai Philipose, Paramvir Bahl, Michael J. Freedman

Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation, 2017

2016

Via: Improving Internet Telephony Call Quality Using Predictive Relay Selection.

Junchen Jiang, Rajdeep Das, Ganesh Ananthanarayanan, Philip A. Chou, Venkat N. Padmanabhan, Vyas Sekar, Esbjorn Dominique, Marcin Goliszewski, Dalibor Kukoleca, Renat Vafin, Hui Zhang

Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

CLARINET: WAN-Aware Optimization for Analytics Queries.

Raajay Viswanathan, Ganesh Ananthanarayanan, Aditya Akella

Proceedings of the 12th USENIX Symposium on Operating Systems Design and Implementation, 2016

Altruistic Scheduling in Multi-Resource Clusters.

Robert Grandl, Mosharaf Chowdhury, Aditya Akella, Ganesh Ananthanarayanan

Proceedings of the 12th USENIX Symposium on Operating Systems Design and Implementation, 2016

Hold 'em or fold 'em?: aggregation queries under performance variations.

Gautam Kumar, Ganesh Ananthanarayanan, Sylvia Ratnasamy, Ion Stoica

Proceedings of the Eleventh European Conference on Computer Systems, 2016

Big data analytics systems.

Ganesh Ananthanarayanan, Ishai Menache

Proceedings of the Big Data over Networks, 2016

2015

Speculation-aware Cluster Scheduling.

Xiaoqi Ren, Ganesh Ananthanarayanan, Adam Wierman, Minlan Yu

SIGMETRICS Perform. Evaluation Rev., 2015

Hopper: Decentralized Speculation-aware Cluster Scheduling at Scale.

Xiaoqi Ren, Ganesh Ananthanarayanan, Adam Wierman, Minlan Yu

Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

Low Latency Geo-distributed Data Analytics.

Qifan Pu, Ganesh Ananthanarayanan, Peter Bodík, Srikanth Kandula, Aditya Akella, Paramvir Bahl, Ion Stoica

Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

FastLane: making short flows shorter with agile drop notification.

David Zats, Anand Padmanabha Iyer, Ganesh Ananthanarayanan, Rachit Agarwal, Randy H. Katz, Ion Stoica, Amin Vahdat

Proceedings of the Sixth ACM Symposium on Cloud Computing, 2015

2014

Multi-resource packing for cluster schedulers.

Robert Grandl, Ganesh Ananthanarayanan, Srikanth Kandula, Sriram Rao, Aditya Akella

Proceedings of the ACM SIGCOMM 2014 Conference, 2014

The Power of Choice in Data-Aware Cluster Scheduling.

Shivaram Venkataraman, Aurojit Panda, Ganesh Ananthanarayanan, Michael J. Franklin, Ion Stoica

Proceedings of the 11th USENIX Symposium on Operating Systems Design and Implementation, 2014

GRASS: Trimming Stragglers in Approximation Analytics.

Ganesh Ananthanarayanan, Michael Chien-Chun Hung, Xiaoqi Ren, Ion Stoica, Adam Wierman, Minlan Yu

Proceedings of the 11th USENIX Symposium on Networked Systems Design and Implementation, 2014

Wrangler: Predictable and Faster Jobs using Fewer Resources.

Neeraja Jayant Yadwadkar, Ganesh Ananthanarayanan, Randy H. Katz

Proceedings of the ACM Symposium on Cloud Computing, 2014

2013

Optimizing Parallel Job Performance in Data-Intensive Clusters.

Ganesh Ananthanarayanan

PhD thesis, 2013

Effective Straggler Mitigation: Attack of the Clones.

Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica

Proceedings of the 10th USENIX Symposium on Networked Systems Design and Implementation, 2013

2012

PACMan: Coordinated Memory Caching for Parallel Jobs.

Ganesh Ananthanarayanan, Ali Ghodsi, Andrew Warfield, Dhruba Borthakur, Srikanth Kandula, Scott Shenker, Ion Stoica

Proceedings of the 9th USENIX Symposium on Networked Systems Design and Implementation, 2012

Why Let Resources Idle? Aggressive Cloning of Jobs with Dolly.

Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica

Proceedings of the 4th USENIX Workshop on Hot Topics in Cloud Computing, 2012

True elasticity in multi-tenant data-intensive compute clusters.

Ganesh Ananthanarayanan, Chris Douglas, Raghu Ramakrishnan, Sriram Rao, Ion Stoica

Proceedings of the ACM Symposium on Cloud Computing, SOCC '12, 2012

2011

Disk-Locality in Datacenter Computing Considered Irrelevant.

Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica

Proceedings of the 13th Workshop on Hot Topics in Operating Systems, 2011

Scarlett: coping with skewed content popularity in mapreduce clusters.

Ganesh Ananthanarayanan, Sameer Agarwal, Srikanth Kandula, Albert G. Greenberg, Ion Stoica, Duke Harlan, Ed Harris

Proceedings of the European Conference on Computer Systems, 2011

2010

Reining in the Outliers in Map-Reduce Clusters using Mantri.

Ganesh Ananthanarayanan, Srikanth Kandula, Albert G. Greenberg, Ion Stoica, Yi Lu, Bikas Saha, Edward Harris

Proceedings of the 9th USENIX Symposium on Operating Systems Design and Implementation, 2010

2009

Blue-Fi: enhancing Wi-Fi performance using bluetooth signals.

Ganesh Ananthanarayanan, Ion Stoica

Proceedings of the 7th International Conference on Mobile Systems, 2009

StarTrack: a framework for enabling track-based applications.

Ganesh Ananthanarayanan, Maya Haridasan, Iqbal Mohomed, Doug Terry, Chandramohan A. Thekkath

Proceedings of the 7th International Conference on Mobile Systems, 2009

2008

Greening the Switch.

Ganesh Ananthanarayanan, Randy H. Katz

Proceedings of the Workshop on Power Aware Computing and Systems, 2008

2007

Collaborative Downloading for Multi-homed Wireless Devices.

Ganesh Ananthanarayanan, Venkata N. Padmanabhan, Chandramohan A. Thekkath, Lenin Ravindranath

Proceedings of the Eighth IEEE Workshop on Mobile Computing Systems and Applications, 2007

COMBINE: leveraging the power of wireless peers through collaborative downloading.

Ganesh Ananthanarayanan, Venkata N. Padmanabhan, Lenin Ravindranath, Chandramohan A. Thekkath

Proceedings of the 5th International Conference on Mobile Systems, 2007

2006

OWeB: A Framework for Offline Web Browsing.

Ganesh Ananthanarayanan, Sean Olin Blagsvedt, Kentaro Toyama

Proceedings of the Fourth Latin American Web Congress (LA-Web 2006), 2006

SPACE: Secure Protocol for Address Book based Connection Establishment.

Ganesh Ananthanarayanan, Ramarathnam Venkatesan, Prasad Naldurg, Sean Olin Blagsvedt, Adithya Hemakumar

Proceedings of the 5th ACM Workshop on Hot Topics in Networks, 2006