Arthi Padmanabhan

According to our database, Arthi Padmanabhan authored at least 7 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

UnifiedNN: Efficient Neural Network Training on the Cloud.

Sifat Ut Taki, Arthi Padmanabhan, Spyridon Mastorakis

CoRR, 2024

VQPy: An Object-Oriented Approach to Modern Video Analytics.

Shan Yu, Zhenting Zhu, Yu Chen, Hanchen Xu, Pengzhan Zhao, Yang Wang, Arthi Padmanabhan, Hugo Latapie, Harry Xu

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

2023

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

Arthi Padmanabhan, Neil Agarwal, Anand P. Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali

Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

2022

Making Video Analytics Applications Efficient and Affordable

Arthi Padmanabhan

PhD thesis, 2022

2021

Towards memory-efficient inference in edge video analytics.

Arthi Padmanabhan, Anand Padmanabha Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali

Proceedings of the HotEdgeVideo@MobiCom 2021: Proceedings of the 3rd ACM Workshop on Hot Topics in Video Analytics and Intelligent Edges, 2021

2020

Reducto: On-Camera Filtering for Resource-Efficient Real-Time Video Analytics.

Yuanqi Li, Arthi Padmanabhan, Pengzhan Zhao, Yufei Wang, Guoqing Harry Xu, Ravi Netravali

Proceedings of the SIGCOMM '20: Proceedings of the 2020 Annual conference of the ACM Special Interest Group on Data Communication on the applications, 2020

2018

Automated tunneling over IP land: run NDN anywhere.

Arthi Padmanabhan, Lan Wang, Lixia Zhang

Proceedings of the 5th ACM Conference on Information-Centric Networking, 2018