Task Scheduling Based on Adaptive Priority Experience Replay on Cloud Platforms

Task Scheduling Based on Adaptive Priority Experience Replay on Cloud Platforms

Task scheduling algorithms based on reinforce learning (RL) have been important methods with which to improve the performance of cloud platforms; however, due to the dynamics and complexity of the cloud environment, the action space has a very high dimension. This not only makes agent training diffi...

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Bibliographic Details
Main Authors: Cuixia Li, Wenlong Gao, Li Shi, Zhiquan Shang, Shuyan Zhang
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Electronics
Subjects:
reinforce learning
adaptive priority experience replay (APER)
task scheduling
cloud platform
Online Access:https://www.mdpi.com/2079-9292/12/6/1358

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