Execution templates: Caching control plane decisions for strong scaling of data analytics
Control planes of cloud frameworks trade off between scheduling granularity and
performance. Centralized systems schedule at task granularity, but only schedule a few …
performance. Centralized systems schedule at task granularity, but only schedule a few …
Scalable, fast cloud computing with execution templates
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 …
wasted: benchmarks written in C++ run 10-51 times faster than frameworks such as Naiad …
[图书][B] High Performance Cloud Computing
H Qu - 2018 - search.proquest.com
Running fast computations at a large scale increasingly stresses task scheduling
performance. As CPU performance becomes the performance bottleneck, it is common to …
performance. As CPU performance becomes the performance bottleneck, it is common to …
Fast, Distributed Computations in the Cloud
O Mashayekhi - 2017 - search.proquest.com
Control planes of cloud frameworks trade off between scheduling granularity and
performance. Centralized systems schedule at task granularity, but only schedule a few …
performance. Centralized systems schedule at task granularity, but only schedule a few …