Sanjay Sri Vallabh Singapuram

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 4

Top Topics

Context Dependent

Mobile Applications

Learning Mechanism

Computationally Expensive

Top Venues

DistributedML@CoNEXT

Publications

Sanjay Sri Vallabh Singapuram, Chuheng Hu, Fan Lai, Chengsong Zhang, Mosharaf Chowdhury
Flamingo: A User-Centric System for Fast and Energy-Efficient DNN Training on Smartphones. DistributedML@CoNEXT (2023)
Sanjay Sri Vallabh Singapuram, Fan Lai, Chuheng Hu, Mosharaf Chowdhury
Swan: A Neural Engine for Efficient DNN Training on Smartphone SoCs. CoRR (2022)
Ze Zhang, Sanjay Sri Vallabh Singapuram, Qingzhao Zhang, David Ke Hong, Brandon Nguyen, Z. Morley Mao, Scott A. Mahlke, Qi Alfred Chen
AVMaestro: A Centralized Policy Enforcement Framework for Safe Autonomous-driving Environments. IV (2022)
Fan Lai, Yinwei Dai, Sanjay Sri Vallabh Singapuram, Jiachen Liu, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury
FedScale: Benchmarking Model and System Performance of Federated Learning at Scale. ICML (2022)