Can I read A3C-Based Scheduling in Edge-Cloud Systems on EtoBox?

A3C-Based Scheduling in Edge-Cloud Systems by cm23csr1p08 is a document available to read on EtoBox.

What is A3C-Based Scheduling in Edge-Cloud Systems about?

This paper presents a dynamic scheduling model for stochastic Edge-Cloud computing environments using Asynchronous Advantage Actor-Critic (A3C) learning and Residual Recurrent Neural Networks (R2N2). The proposed model addresses challenges in task scheduling due to resource constraints and variability in workloads, achieving significant improvements in energy consumption, response time, service-level agreements, and running costs compared to existing methods. The results demonstrate the model

Author

cm23csr1p08

Language

EN