Search Results for author: Arthi Padmanabhan

Found 2 papers, 1 papers with code

VQPy: An Object-Oriented Approach to Modern Video Analytics

1 code implementation • 3 Nov 2023 • Shan Yu, Zhenting Zhu, Yu Chen, Hanchen Xu, Pengzhan Zhao, Yang Wang, Arthi Padmanabhan, Hugo Latapie, Harry Xu

Video analytics is widely used in contemporary systems and services.

Object

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Code

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

no code implementations • 19 Jan 2022 • Arthi Padmanabhan, Neil Agarwal, Anand Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali

Video analytics pipelines have steadily shifted to edge deployments to reduce bandwidth overheads and privacy violations, but in doing so, face an ever-growing resource tension.

Management

Paper
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