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Cost-Aware Dynamic Workflow Scheduling by Sandeep Kumar Bothra is a document available to read on EtoBox.
What is Cost-Aware Dynamic Workflow Scheduling about?
The paper addresses the Cost-Aware Dynamic Multi-Workflow Scheduling (DMWS) problem in cloud data centers, focusing on optimizing VM rental fees and SLA violation penalties for workflow brokers. It introduces a novel priority-based deep neural network scheduling policy and a new Evolutionary Strategy based Reinforcement Learning (ES-RL) approach, which effectively trains scheduling policies that adapt to changing workloads. Experimental results demonstrate that the proposed ES-RL can significantly reduce co
- Author
- Sandeep Kumar Bothra
- Language
- EN