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ORCIDGanesh Ananthanarayanan
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2020 – today
- 2024
[c52]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- [c51]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: 38-56 - [i13]ChonLam Lao, Jiaqi Gao, Ganesh Ananthanarayanan, Aditya Akella, Minlan Yu:
HawkVision: Low-Latency Modeless Edge AI Serving. CoRR abs/2405.19213 (2024) - [i12]Ganesh Ananthanarayanan, Xenofon Foukas, Bozidar Radunovic, Yongguang Zhang:
Distributed AI Platform for the 6G RAN. CoRR abs/2410.03747 (2024) - 2023
- [c50]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: 158-176 - [c49]Mehrdad Khani Shirkoohi, 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: 917-932 - [c48]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: 953-971 - [c47]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: 973-994 - [i11]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 abs/2310.02422 (2023) - [i10]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 abs/2310.07240 (2023) - 2022
- [j8]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): 170:1-170:37 (2022) - [c46]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: 119-135 - [i9]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 abs/2201.07705 (2022) - 2021
- [j7]Fahim Kawsar, Romit Roy Choudhury, Ganesh Ananthanarayanan:
Pervasive Video and Audio. IEEE Pervasive Comput. 20(2): 7-8 (2021) - [c45]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: 178-191 - [c44]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: 31-37 - [c43]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: 229-241 - 2020
- [c42]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: 30-37 - [c41]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: 453-463 - [c40]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: 110-124 - [c39]Rishabh Poddar, Ganesh Ananthanarayanan, Srinath T. V. Setty, Stavros Volos, Raluca Ada Popa:
Visor: Privacy-Preserving Video Analytics as a Cloud Service. USENIX Security Symposium 2020: 1039-1056 - [i8]Rishabh Poddar, Ganesh Ananthanarayanan, Srinath T. V. Setty, Stavros Volos, Raluca Ada Popa:
Visor: Privacy-Preserving Video Analytics as a Cloud Service. CoRR abs/2006.09628 (2020) - [i7]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 abs/2012.10557 (2020)
2010 – 2019
- 2019
- [j6]Ganesh Ananthanarayanan, Weisong Shi:
Live Video Analytics. IEEE Internet Comput. 23(4): 8-9 (2019) - [j5]Shadi A. Noghabi, Landon P. Cox, Sharad Agarwal, Ganesh Ananthanarayanan:
The Emerging Landscape of Edge Computing. GetMobile Mob. Comput. Commun. 23(4): 11-20 (2019) - [c38]Ganesh Ananthanarayanan:
Session details: Session 1: Cameras are becoming Smarter. HotEdgeVideo@MobiCom 2019 - [c37]Junchen Jiang, Yuhao Zhou, Ganesh Ananthanarayanan, Yuanchao Shu, Andrew A. Chien:
Networked Cameras Are the New Big Data Clusters. HotEdgeVideo@MobiCom 2019: 1-7 - [c36]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: 27-32 - [c35]Ganesh Ananthanarayanan, Yunxin Liu, Yuanchao Shu:
HotEdgeVideo'19: Workshop on Hot Topics in Video Analytics and Intelligent Edges. MobiCom 2019: 107:1 - [c34]Ganesh Ananthanarayanan, Victor Bahl, Landon P. Cox, Alex Crown, Shadi A. Noghabi, Yuanchao Shu:
Video Analytics - Killer App for Edge Computing. MobiSys 2019: 695-696 - [c33]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: 104-116 - [c32]Samvit Jain, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Joseph Gonzalez:
Scaling Video Analytics Systems to Large Camera Deployments. HotMobile 2019: 9-14 - [e3]Songqing Chen, Ryokichi Onishi, Ganesh Ananthanarayanan, Qun Li:
Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, SEC 2019, Arlington, Virginia, USA, November 7-9, 2019. ACM 2019, ISBN 978-1-4503-6733-2 [contents] - [e2]Ganesh Ananthanarayanan, Yunxin Liu, Yuanchao Shu:
Proceedings of the 2019 Workshop on Hot Topics in Video Analytics and Intelligent Edges, HotEdgeVideo@MobiCom 2019, Los Cabos, Mexico, October 21-25, 2019. ACM 2019, ISBN 978-1-4503-6928-2 [contents] - [i6]Krishna Giri Narra, Zhifeng Lin, Ganesh Ananthanarayanan, Salman Avestimehr, Murali Annavaram:
Collage Inference: Tolerating Stragglers in Distributed Neural Network Inference using Coding. CoRR abs/1904.12222 (2019) - [i5]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 abs/1906.03999 (2019) - [i4]M. G. Sarwar Murshed, Christopher Murphy, Daqing Hou, Nazar Khan, Ganesh Ananthanarayanan, Faraz Hussain:
Machine Learning at the Network Edge: A Survey. CoRR abs/1908.00080 (2019) - 2018
- [j4]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): 20129-20156 (2018) - [j3]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): 76 (2018) - [c31]Chien-Chun Hung, Ganesh Ananthanarayanan, Peter Bodík, Leana Golubchik, Minlan Yu, Paramvir Bahl, Matthai Philipose:
VideoEdge: Processing Camera Streams using Hierarchical Clusters. SEC 2018: 115-131 - [c30]Chien-Chun Hung, Ganesh Ananthanarayanan, Leana Golubchik, Minlan Yu, Mingyang Zhang:
Wide-area analytics with multiple resources. EuroSys 2018: 12:1-12:16 - [c29]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: 501-517 - [c28]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: 269-286 - [c27]Junchen Jiang, Ganesh Ananthanarayanan, Peter Bodík, Siddhartha Sen, Ion Stoica:
Chameleon: scalable adaptation of video analytics. SIGCOMM 2018: 253-266 - [e1]Ganesh Ananthanarayanan, Indranil Gupta:
10th USENIX Workshop on Hot Topics in Cloud Computing, HotCloud 2018, Boston, MA, USA, July 9, 2018. USENIX Association 2018 [contents] - [i3]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 abs/1801.03493 (2018) - [i2]Samvit Jain, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Joseph E. Gonzalez:
Scaling Video Analytics Systems to Large Camera Deployments. CoRR abs/1809.02318 (2018) - [i1]Samvit Jain, Junchen Jiang, Yuanchao Shu, Ganesh Ananthanarayanan, Joseph Gonzalez:
ReXCam: Resource-Efficient, Cross-Camera Video Analytics at Enterprise Scale. CoRR abs/1811.01268 (2018) - 2017
- [j2]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): 58-67 (2017) - [c26]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: 377-392 - 2016
- [c25]Gautam Kumar, Ganesh Ananthanarayanan, Sylvia Ratnasamy, Ion Stoica:
Hold 'em or fold 'em?: aggregation queries under performance variations. EuroSys 2016: 7:1-7:14 - [c24]Robert Grandl, Mosharaf Chowdhury, Aditya Akella, Ganesh Ananthanarayanan:
Altruistic Scheduling in Multi-Resource Clusters. OSDI 2016: 65-80 - [c23]Raajay Viswanathan, Ganesh Ananthanarayanan, Aditya Akella:
CLARINET: WAN-Aware Optimization for Analytics Queries. OSDI 2016: 435-450 - [c22]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: 286-299 - [p1]Ganesh Ananthanarayanan, Ishai Menache:
Big data analytics systems. Big Data over Networks 2016: 137-160 - 2015
- [j1]Xiaoqi Ren, Ganesh Ananthanarayanan, Adam Wierman, Minlan Yu:
Speculation-aware Cluster Scheduling. SIGMETRICS Perform. Evaluation Rev. 43(2): 42-44 (2015) - [c21]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: 84-96 - [c20]Xiaoqi Ren, Ganesh Ananthanarayanan, Adam Wierman, Minlan Yu:
Hopper: Decentralized Speculation-aware Cluster Scheduling at Scale. SIGCOMM 2015: 379-392 - [c19]Qifan Pu, Ganesh Ananthanarayanan, Peter Bodík, Srikanth Kandula, Aditya Akella, Paramvir Bahl, Ion Stoica:
Low Latency Geo-distributed Data Analytics. SIGCOMM 2015: 421-434 - 2014
- [c18]Neeraja Jayant Yadwadkar, Ganesh Ananthanarayanan, Randy H. Katz:
Wrangler: Predictable and Faster Jobs using Fewer Resources. SoCC 2014: 26:1-26:14 - [c17]Ganesh Ananthanarayanan, Michael Chien-Chun Hung, Xiaoqi Ren, Ion Stoica, Adam Wierman, Minlan Yu:
GRASS: Trimming Stragglers in Approximation Analytics. NSDI 2014: 289-302 - [c16]Shivaram Venkataraman, Aurojit Panda, Ganesh Ananthanarayanan, Michael J. Franklin, Ion Stoica:
The Power of Choice in Data-Aware Cluster Scheduling. OSDI 2014: 301-316 - [c15]Robert Grandl, Ganesh Ananthanarayanan, Srikanth Kandula, Sriram Rao, Aditya Akella:
Multi-resource packing for cluster schedulers. SIGCOMM 2014: 455-466 - 2013
- [b1]Ganesh Ananthanarayanan:
Optimizing Parallel Job Performance in Data-Intensive Clusters. University of California, Berkeley, USA, 2013 - [c14]Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica:
Effective Straggler Mitigation: Attack of the Clones. NSDI 2013: 185-198 - 2012
- [c13]Ganesh Ananthanarayanan, Chris Douglas, Raghu Ramakrishnan, Sriram Rao, Ion Stoica:
True elasticity in multi-tenant data-intensive compute clusters. SoCC 2012: 24 - [c12]Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica:
Why Let Resources Idle? Aggressive Cloning of Jobs with Dolly. HotCloud 2012 - [c11]Ganesh Ananthanarayanan, Ali Ghodsi, Andrew Warfield, Dhruba Borthakur, Srikanth Kandula, Scott Shenker, Ion Stoica:
PACMan: Coordinated Memory Caching for Parallel Jobs. NSDI 2012: 267-280 - 2011
- [c10]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: 287-300 - [c9]Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica:
Disk-Locality in Datacenter Computing Considered Irrelevant. HotOS 2011 - 2010
- [c8]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: 265-278
2000 – 2009
- 2009
- [c7]Ganesh Ananthanarayanan, Maya Haridasan, Iqbal Mohomed, Doug Terry, Chandramohan A. Thekkath:
StarTrack: a framework for enabling track-based applications. MobiSys 2009: 207-220 - [c6]Ganesh Ananthanarayanan, Ion Stoica:
Blue-Fi: enhancing Wi-Fi performance using bluetooth signals. MobiSys 2009: 249-262 - 2008
- [c5]Ganesh Ananthanarayanan, Randy H. Katz:
Greening the Switch. HotPower 2008 - 2007
- [c4]Ganesh Ananthanarayanan, Venkata N. Padmanabhan, Lenin Ravindranath, Chandramohan A. Thekkath:
COMBINE: leveraging the power of wireless peers through collaborative downloading. MobiSys 2007: 286-298 - [c3]Ganesh Ananthanarayanan, Venkata N. Padmanabhan, Chandramohan A. Thekkath, Lenin Ravindranath:
Collaborative Downloading for Multi-homed Wireless Devices. HotMobile 2007: 79-84 - 2006
- [c2]Ganesh Ananthanarayanan, Ramarathnam Venkatesan, Prasad Naldurg, Sean Olin Blagsvedt, Adithya Hemakumar:
SPACE: Secure Protocol for Address Book based Connection Establishment. HotNets 2006 - [c1]Ganesh Ananthanarayanan, Sean Olin Blagsvedt, Kentaro Toyama:
OWeB: A Framework for Offline Web Browsing. LA-WEB 2006: 15-24
Coauthor Index
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last updated on 2024-11-13 23:45 CET by the dblp team
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