gPerfIsol: GNN-Based Rate-Limits Allocation for Performance Isolation in Multi-Tenant Cloud

Performance Isolation in Multi-Tenant Cloud Data Centers (MTCDCs) consists of a set of mechanisms to make sure tenants' use of resources does not impact other tenants. In this context, traffic shapers and rate limiters are fundamental to addressing the challenges of performance isolation in MTC...

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Bibliographic Details

Published in:	International Conference on Intelligence in Next Generation Networks pp. 194 - 201
Main Authors:	Nougnanke, Benoit, Loye, Justin, Baffier, Jean-Francois, Ferlin, Simone, Bruyere, Marc, Labit, Yann
Format:	Conference Proceeding
Language:	English
Published:	IEEE 11.03.2024
Subjects:	Cloud Cloud computing GNN Graph neural networks Linear programming Multi-tenancy Network Optimization Performance Isolation Rate Limiters Scalability Supervised learning Technological innovation Training
ISSN:	2472-8144
Online Access:	Get full text
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