Learning budget assignment policies for autoscaling scientific workflows in the cloud

On a Test of Whether one of Two Random Variables is Stochastically Larger than the Other

H. B. Mann, Douglas R. Whitney · The Annals of Mathematical Statistics · 1947 · 13.9K citations · Full text

Natural Sciences, Mathematics, Probability Theory +11

Cloud computing and emerging IT platforms: Vision, hype, and reality for delivering computing as the 5th utility

Rajkumar Buyya, Chee Shin Yeo, Srikumar Venugopal et al. · Future Generation Computer Systems · 2008 · 5.9K citations

Computing, Cloud Computing, Information Technology +12

CloudSim: a toolkit for modeling and simulation of cloud computing environments and evaluation of resource provisioning algorithms

Rodrigo N. Calheiros, Rajiv Ranjan, Anton Beloglazov et al. · Software Practice and Experience · 2010 · 4.9K citations · Full text

Computing, Cloud Computing, Computer Systems +17

Optimal online deterministic algorithms and adaptive heuristics for energy and performance efficient dynamic consolidation of virtual machines in Cloud data centers

Anton Beloglazov, Rajkumar Buyya · Concurrency and Computation Practice and Experience · 2011 · 1.8K citations

Computing, Cloud Computing, Computer Systems +17

Pegasus: A Framework for Mapping Complex Scientific Workflows onto Distributed Systems

Ewa Deelman, Gurmeet Singh, Mei-Hui Su et al. · Scientific Programming · 2005 · 1.2K citations · Full text

Computing, Astronomy, Computer Science +16