Sanjay Sri Vallabh Singapuram

According to our database, Sanjay Sri Vallabh Singapuram authored at least 4 papers between 2022 and 2023.

Collaborative distances:

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

2023

Flamingo: A User-Centric System for Fast and Energy-Efficient DNN Training on Smartphones.

Sanjay Sri Vallabh Singapuram, Chuheng Hu, Fan Lai, Chengsong Zhang, Mosharaf Chowdhury

Proceedings of the 4th International Workshop on Distributed Machine Learning, 2023

2022

Swan: A Neural Engine for Efficient DNN Training on Smartphone SoCs.

Sanjay Sri Vallabh Singapuram, Fan Lai, Chuheng Hu, Mosharaf Chowdhury

CoRR, 2022

AVMaestro: A Centralized Policy Enforcement Framework for Safe Autonomous-driving Environments.

Ze Zhang, Sanjay Sri Vallabh Singapuram, Qingzhao Zhang, David Ke Hong, Brandon Nguyen, Z. Morley Mao, Scott A. Mahlke, Qi Alfred Chen

Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

FedScale: Benchmarking Model and System Performance of Federated Learning at Scale.

Fan Lai, Yinwei Dai, Sanjay Sri Vallabh Singapuram, Jiachen Liu, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury

Proceedings of the International Conference on Machine Learning, 2022