Ganesh Ananthanarayanan

Orcid: 0000-0002-7479-1664

According to our database1, Ganesh Ananthanarayanan authored at least 67 papers between 2006 and 2024.

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Bibliography

2024
HawkVision: Low-Latency Modeless Edge AI Serving.
CoRR, 2024

Vulcan: Automatic Query Planning for Live ML Analytics.
Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

2023
CacheGen: Fast Context Loading for Language Model Applications.
CoRR, 2023

Tambur: Efficient loss recovery for videoconferencing via streaming codes.
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.
Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics.
Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

OneAdapt: Fast Adaptation for Deep Learning Applications via Backpropagation.
Proceedings of the 2023 ACM Symposium on Cloud Computing, SoCC 2023, 2023

2022
Machine Learning at the Network Edge: A Survey.
ACM Comput. Surv., 2022

Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers.
Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022

2021
Pervasive Video and Audio.
IEEE Pervasive Comput., 2021

PECAM: privacy-enhanced video streaming and analytics via securely-reversible transformation.
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.
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.
Proceedings of the 6th IEEE/ACM Symposium on Edge Computing, 2021

2020
Visor: Privacy-Preserving Video Analytics as a Cloud Service.
Proceedings of the 29th USENIX Security Symposium, 2020

Spatula: Efficient cross-camera video analytics on large camera networks.
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.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

On the Future of Congestion Control for the Public Internet.
Proceedings of the HotNets '20: The 19th ACM Workshop on Hot Topics in Networks, 2020

2019
The Emerging Landscape of Edge Computing.
GetMobile Mob. Comput. Commun., 2019

Live Video Analytics.
IEEE Internet Comput., 2019

Collage Inference: Achieving low tail latency during distributed image classification using coded redundancy models.
CoRR, 2019

Collage Inference: Tolerating Stragglers in Distributed Neural Network Inference using Coding.
CoRR, 2019

Scaling Video Analytics Systems to Large Camera Deployments.
Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications, 2019

Zooming in on wide-area latencies to a global cloud provider.
Proceedings of the ACM Special Interest Group on Data Communication, 2019

Video Analytics - Killer App for Edge Computing.
Proceedings of the 17th Annual International Conference on Mobile Systems, 2019

Networked Cameras Are the New Big Data Clusters.
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.
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.
Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019

Session details: Session 1: Cameras are becoming Smarter.
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.
SIGMETRICS Perform. Evaluation Rev., 2018

Deep recurrent neural networks based binaural speech segregation for the selection of closest target of interest.
Multim. Tools Appl., 2018

ReXCam: Resource-Efficient, Cross-Camera Video Analytics at Enterprise Scale.
CoRR, 2018

Focus: Querying Large Video Datasets with Low Latency and Low Cost.
CoRR, 2018

Chameleon: scalable adaptation of video analytics.
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.
Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

Odin: Microsoft's Scalable Fault-Tolerant CDN Measurement System.
Proceedings of the 15th USENIX Symposium on Networked Systems Design and Implementation, 2018

Wide-area analytics with multiple resources.
Proceedings of the Thirteenth EuroSys Conference, 2018

VideoEdge: Processing Camera Streams using Hierarchical Clusters.
Proceedings of the 2018 IEEE/ACM Symposium on Edge Computing, 2018

2017
Real-Time Video Analytics: The Killer App for Edge Computing.
Computer, 2017

Live Video Analytics at Scale with Approximation and Delay-Tolerance.
Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation, 2017

2016
Via: Improving Internet Telephony Call Quality Using Predictive Relay Selection.
Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

CLARINET: WAN-Aware Optimization for Analytics Queries.
Proceedings of the 12th USENIX Symposium on Operating Systems Design and Implementation, 2016

Altruistic Scheduling in Multi-Resource Clusters.
Proceedings of the 12th USENIX Symposium on Operating Systems Design and Implementation, 2016

Hold 'em or fold 'em?: aggregation queries under performance variations.
Proceedings of the Eleventh European Conference on Computer Systems, 2016

Big data analytics systems.
Proceedings of the Big Data over Networks, 2016

2015
Speculation-aware Cluster Scheduling.
SIGMETRICS Perform. Evaluation Rev., 2015

Hopper: Decentralized Speculation-aware Cluster Scheduling at Scale.
Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

Low Latency Geo-distributed Data Analytics.
Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

FastLane: making short flows shorter with agile drop notification.
Proceedings of the Sixth ACM Symposium on Cloud Computing, 2015

2014
Multi-resource packing for cluster schedulers.
Proceedings of the ACM SIGCOMM 2014 Conference, 2014

The Power of Choice in Data-Aware Cluster Scheduling.
Proceedings of the 11th USENIX Symposium on Operating Systems Design and Implementation, 2014

GRASS: Trimming Stragglers in Approximation Analytics.
Proceedings of the 11th USENIX Symposium on Networked Systems Design and Implementation, 2014

Wrangler: Predictable and Faster Jobs using Fewer Resources.
Proceedings of the ACM Symposium on Cloud Computing, 2014

2013
Optimizing Parallel Job Performance in Data-Intensive Clusters.
PhD thesis, 2013

Effective Straggler Mitigation: Attack of the Clones.
Proceedings of the 10th USENIX Symposium on Networked Systems Design and Implementation, 2013

2012
PACMan: Coordinated Memory Caching for Parallel Jobs.
Proceedings of the 9th USENIX Symposium on Networked Systems Design and Implementation, 2012

Why Let Resources Idle? Aggressive Cloning of Jobs with Dolly.
Proceedings of the 4th USENIX Workshop on Hot Topics in Cloud Computing, 2012

True elasticity in multi-tenant data-intensive compute clusters.
Proceedings of the ACM Symposium on Cloud Computing, SOCC '12, 2012

2011
Disk-Locality in Datacenter Computing Considered Irrelevant.
Proceedings of the 13th Workshop on Hot Topics in Operating Systems, 2011

Scarlett: coping with skewed content popularity in mapreduce clusters.
Proceedings of the European Conference on Computer Systems, 2011

2010
Reining in the Outliers in Map-Reduce Clusters using Mantri.
Proceedings of the 9th USENIX Symposium on Operating Systems Design and Implementation, 2010

2009
Blue-Fi: enhancing Wi-Fi performance using bluetooth signals.
Proceedings of the 7th International Conference on Mobile Systems, 2009

StarTrack: a framework for enabling track-based applications.
Proceedings of the 7th International Conference on Mobile Systems, 2009

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

2007
Collaborative Downloading for Multi-homed Wireless Devices.
Proceedings of the Eighth IEEE Workshop on Mobile Computing Systems and Applications, 2007

COMBINE: leveraging the power of wireless peers through collaborative downloading.
Proceedings of the 5th International Conference on Mobile Systems, 2007

2006
OWeB: A Framework for Offline Web Browsing.
Proceedings of the Fourth Latin American Web Congress (LA-Web 2006), 2006

SPACE: Secure Protocol for Address Book based Connection Establishment.
Proceedings of the 5th ACM Workshop on Hot Topics in Networks, 2006


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