J
John Wilkes
Researcher at Google
Publications - 142
Citations - 12917
John Wilkes is an academic researcher from Google. The author has contributed to research in topics: Computer data storage & Cache. The author has an hindex of 48, co-authored 142 publications receiving 11967 citations. Previous affiliations of John Wilkes include Hewlett-Packard & University of Michigan.
Papers
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Proceedings ArticleDOI
Large-scale cluster management at Google with Borg
TL;DR: A summary of the Borg system architecture and features, important design decisions, a quantitative analysis of some of its policy decisions, and a qualitative examination of lessons learned from a decade of operational experience with it are presented.
Journal ArticleDOI
An introduction to disk drive modeling
Chris Ruemmler,John Wilkes +1 more
TL;DR: A calibrated, high-quality disk drive model is demonstrated in which the overall error factor is 14 times smaller than that of a simple first-order model, which enables an informed trade-off between effort and accuracy.
Proceedings ArticleDOI
Omega: flexible, scalable schedulers for large compute clusters
TL;DR: This work presents a novel approach to address increasing scale and the need for rapid response to changing requirements using parallelism, shared state, and lock-free optimistic concurrency control to address monolithic cluster scheduler architectures.
Proceedings ArticleDOI
CloudScale: elastic resource scaling for multi-tenant cloud systems
TL;DR: CloudScale is a system that automates fine-grained elastic resource scaling for multi-tenant cloud computing infrastructures that can achieve significantly higher SLO conformance than other alternatives with low resource and energy cost.
Proceedings ArticleDOI
PRESS: PRedictive Elastic ReSource Scaling for cloud systems
TL;DR: This paper presents a novel PRedictive Elastic reSource Scaling (PRESS) scheme for cloud systems that unobtrusively extracts fine-grained dynamic patterns in application resource demands and adjust their resource allocations automatically.