3 papers
cs.DC2017
Execution Templates: Caching Control Plane Decisions for Strong Scaling of Data Analytics
Omid Mashayekhi, Hang Qu, Chinmayee Shah +1
Control planes of cloud frameworks trade off between scheduling granularity and performance. Centralized systems schedule at task granularity, but only schedule a few thousand task…
cs.DC2016
Scalable, Fast Cloud Computing with Execution Templates
Omid Mashayekhi, Hang Qu, Chinmayee Shah +1
Large scale cloud data analytics applications are often CPU bound. Most of these cycles are wasted: benchmarks written in C++ run 10-51 times faster than frameworks such as Naiad a…
cs.DC2016
Distributed Graphical Simulation in the Cloud
Omid Mashayekhi, Chinmayee Shah, Hang Qu +2
Graphical simulations are a cornerstone of modern media and films. But existing software packages are designed to run on HPC nodes, and perform poorly in the computing cloud. These…