Efficient Hybrid DDPG Task Scheduler for HPC and HTC in Cloud Environment

Efficient Hybrid DDPG Task Scheduler for HPC and HTC in Cloud Environment

Task Scheduling is a crucial challenge in cloud computing as diversified tasks come rapidly onto cloud console dynamically from heterogeneous resources which consists of different task lengths, processing capacities. Generating schedules for these type of tasks is a challenge for Cloud Service Provi...

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Bibliographic Details
Main Authors: S. Sudheer Mangalampalli, Ganesh Reddy Karri, Sachi Nandan Mohanty, Shahid Ali, Atif M. Alamri, Salman A. Alqahtani
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Task scheduling
cloud computing
makespan
energy consumption
DQN
DDPG
Online Access:https://ieeexplore.ieee.org/document/10614579/
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