systems for machine learning

SOL: Safe on-Node Learning in Cloud Platforms
Cloud platforms run many software agents on each server node. These agents manage all aspects of node operation, and in some cases …
Yawen Wang, Daniel Crankshaw, Neeraja J. Yadwadkar, Daniel Berger, Christos Kozyrakis, Ricardo Bianchini
Cite DOI
VIVA: An End-to-End System for Interactive Video Analytics
The growth of video volumes and increased DNN capabilities has led to a growing desire for video analytics. In response, the data …
Daniel Kang, Francisco Romero, Peter Bailis, Christos Kozyrakis, Matei Zaharia
PDF Cite