176 citations · 247 across the 3 of their papers we have counts for
3 papers
cs.AI2017★ 176 cited
A Berkeley View of Systems Challenges for AI
Ion Stoica, Dawn Song, Raluca Ada Popa +11
With the increasing commoditization of computer vision, speech recognition and machine translation systems and the widespread deployment of learning-based back-end technologies suc…
cs.DC2017
Significance of Disk Failure Prediction in Datacenters
Jayanta Basak, Randy H. Katz
Modern datacenters assemble a very large number of disk drives under a single roof. Even if economic and technical factors where to make individual drives more reliable (which is n…
cs.DB2012★ 71 cited
Interactive Analytical Processing in Big Data Systems: A Cross-Industry Study of MapReduce Workloads
Yanpei Chen, Sara Alspaugh, Randy Katz
Within the past few years, organizations in diverse industries have adopted MapReduce-based systems for large-scale data processing. Along with these new users, important new workl…