Arthi Padmanabhan

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 7

Top Topics

Efficient Inference

Video Analytics

Top Venues

Publications

Shan Yu, Zhenting Zhu, Yu Chen, Hanchen Xu, Pengzhan Zhao, Yang Wang, Arthi Padmanabhan, Hugo Latapie, Harry Xu
VQPy: An Object-Oriented Approach to Modern Video Analytics. MLSys (2024)
Shan Yu, Zhenting Zhu, Yu Chen, Hanchen Xu, Pengzhan Zhao, Yang Wang, Arthi Padmanabhan, Hugo Latapie, Harry Xu
VQPy: An Object-Oriented Approach to Modern Video Analytics. CoRR (2023)
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)
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 (2022)
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)
Yuanqi Li, Arthi Padmanabhan, Pengzhan Zhao, Yufei Wang, Guoqing Harry Xu, Ravi Netravali
Reducto: On-Camera Filtering for Resource-Efficient Real-Time Video Analytics. SIGCOMM (2020)
Arthi Padmanabhan, Lan Wang, Lixia Zhang
Automated tunneling over IP land: run NDN anywhere. ICN (2018)