GA

Ganesh Ananthanarayanan

0000-0002-7479-1664

cs.DCcs.AIcs.LGcs.CVcs.NIcs.CRcs.ROcs.SYeess.SYstat.ML

On Valency

published · living versions

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

with Samvit Jain, Xun Zhang, Yuhao Zhou, Junchen Jiang +2

1 version

W_7nby26hvv1 · current

Preprints & journals

18 papers in the corpus · 2018–2026

Argo: Efficient Importance Labeling for Enterprise Email Systems

Siddhant Ray, Ganesh Ananthanarayanan, Kevin Chian et al.

0 citations

2605.21604v12026arXiv

Kairos: A Scalable Serving System for Physical AI

Yinwei Dai, Ganesh Ananthanarayanan, Landon Cox et al.

0 citations

2605.11381v12026arXiv

Offload or Overload: A Platform Measurement Study of Mobile Robotic Manipulation Workloads

Sara Pohland, Xenofon Foukas, Ganesh Ananthanarayanan et al.

0 citations

2603.18284v12026arXiv

Enterprise AI Must Enforce Participant-Aware Access Control

Shashank Shreedhar Bhatt, Tanmay Rajore, Khushboo Aggarwal et al.

0 citations

2509.14608v12025arXiv

AdaptCache: KV Cache Native Storage Hierarchy for Low-Delay and High-Quality Language Model Serving

Shaoting Feng, Hanchen Li, Kuntai Du et al.

0 citations

2509.00105v22025arXiv

METIS: Fast Quality-Aware RAG Systems with Configuration Adaptation

Siddhant Ray, Rui Pan, Zhuohan Gu et al.

9 citations

2412.10543v32024arXiv

EdgeSight: Enabling Modeless and Cost-Efficient Inference at the Edge

ChonLam Lao, Jiaqi Gao, Ganesh Ananthanarayanan et al.

1 citation

2405.19213v22024arXiv

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

Yuhan Liu, Hanchen Li, Yihua Cheng et al.

117 citations

2310.07240v62023arXiv

OneAdapt: Fast Configuration Adaptation for Video Analytics Applications via Backpropagation

Kuntai Du, Yuhan Liu, Yitian Hao et al.

4 citations

2310.02422v22023arXiv

Leading pedestrian intervals - Yay or Nay? A Before-After evaluation of multiple conflict types using an enhanced Non-Stationary framework integrating quantile regression into Bayesian hierarchical extreme value analysis.

Arun, Ashutosh, Lyon, Craig, Sayed, Tarek et al.

34 citations

365719712023Accident; analysis and prevention. 2023;181:106929

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

Arthi Padmanabhan, Neil Agarwal, Anand Iyer et al.

27 citations

2201.07705v22022arXiv

Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers

Romil Bhardwaj, Zhengxu Xia, Ganesh Ananthanarayanan et al.

94 citations

2012.10557v12020arXiv

Visor: Privacy-Preserving Video Analytics as a Cloud Service

Rishabh Poddar, Ganesh Ananthanarayanan, Srinath Setty et al.

29 citations

2006.09628v22020arXiv

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

Krishna Narra, Zhifeng Lin, Ganesh Ananthanarayanan et al.

0 citations

1906.03999v12019arXiv

Collage Inference: Using Coded Redundancy for Low Variance Distributed Image Classification

Krishna Giri Narra, Zhifeng Lin, Ganesh Ananthanarayanan et al.

4 citations

1904.12222v22019arXiv

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

Samvit Jain, Xun Zhang, Yuhao Zhou et al.

5 citations

1811.01268v42018arXiv

Scaling Video Analytics Systems to Large Camera Deployments

Samvit Jain, Ganesh Ananthanarayanan, Junchen Jiang et al.

74 citations

1809.02318v42018arXiv

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

Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodik et al.

127 citations

1801.03493v12018arXiv

Career total: 96 works. 18 are in this corpus.

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