Automated tunneling over IP land: run NDN anywhere. - Arthi Padmanabhan; Lan Wang; Lixia Zhang 001 (ICN, 2018)

Reducto: On-Camera Filtering for Resource-Efficient Real-Time Video Analytics. - Yuanqi Li; Arthi Padmanabhan; Pengzhan Zhao; Yufei Wang; Guoqing Harry Xu; Ravi Netravali (SIGCOMM, 2020)

Towards memory-efficient inference in edge video analytics. - Arthi Padmanabhan; Anand Padmanabha Iyer; Ganesh Ananthanarayanan; Yuanchao Shu; Nikolaos Karianakis; Guoqing Harry Xu; Ravi Netravali (HotEdgeVideo@MobiCom, 2021)

Making Video Analytics Applications Efficient and Affordable - Arthi Padmanabhan (2022)

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 (NSDI, 2023)

An Analysis of Network Overhead in Distributed TinyML. - Ket Hollingsworth; Sean Nian; Alan Gutierrez; Arthi Padmanabhan (SEC, 2024)

FusedInf: Efficient Swapping of DNN Models for On-Demand Serverless Inference Services on the Edge. - Sifat Ut Taki; Arthi Padmanabhan; Spyridon Mastorakis (SEC, 2024)

VQPy: An Object-Oriented Approach to Modern Video Analytics. - Shan Yu; Zhenting Zhu; Yu Chen 038; Hanchen Xu; Pengzhan Zhao; Yang Wang; Arthi Padmanabhan; Hugo Latapie; Harry Xu 001 (MLSys, 2024)

UnifiedNN: Efficient Neural Network Training on the Cloud. - Sifat Ut Taki; Arthi Padmanabhan; Spyridon Mastorakis (CoRR, 2024)