Application of Proximal Policy Optimization for Resource Orchestration in Serverless Edge Computing

Serverless computing is a new cloud computing model suitable for providing services in both large cloud and edge clusters. In edge clusters, the autoscaling functions play a key role on serverless platforms as the dynamic scaling of function instances can lead to reduced latency and efficient resour...

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Bibliographic Details
Published in:Computers
Main Authors: Mauro Femminella, Gianluca Reali
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Subjects:
serverless
edge computing
Kubernetes
horizontal pod autoscaling
reinforcement learning
performance evaluation
Online Access:https://www.mdpi.com/2073-431X/13/9/224

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https://www.mdpi.com/2073-431X/13/9/224

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