An adaptive algorithm for scheduling parallel jobs in meteorological Cloud

作者：

Highlights：

• WRF is used to discuss characteristic of non-linear speedup parallel jobs.

• We give an analysis under different loads for non-linear speedup parallel jobs.

• An adaptive scheduling method is used to schedule resources for parallel jobs.

• Simulations based on WRF are used to test our method.

摘要

•WRF is used to discuss characteristic of non-linear speedup parallel jobs.•We give an analysis under different loads for non-linear speedup parallel jobs.•An adaptive scheduling method is used to schedule resources for parallel jobs.•Simulations based on WRF are used to test our method.

论文关键词：Cloud computing,Parallelism,Job scheduling,Cluster

论文评审过程：Received 15 June 2015, Revised 27 January 2016, Accepted 29 January 2016, Available online 8 February 2016, Version of Record 9 March 2016.

论文官网地址：https://doi.org/10.1016/j.knosys.2016.01.038