IEEE Access • Vol 7
A Hybrid Algorithm for Multi-Objective Scientific Workflow Scheduling in IaaS Cloud
January 2019 • Yongqiang Gao, Shuyun Zhang, Jiantao Zhou
With the increase in deployment of scientific workflow applications on an IaaS cloud computing environment, the distribution of workflow tasks to particular cloud instances to decrease runtime and cost has emerged as an important challenge. The cloud workflow scheduling is a well-known NP-hard problem. In this paper, we propose a new approach for multi-objective workflow scheduling in IaaS clouds offering a limited amount of instances and a flexible combination of instance types, and present a hybrid algorithm com…