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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Vydané v:	International Conference on Intelligence in Next Generation Networks s. 194 - 201
Hlavní autori:	Nougnanke, Benoit, Loye, Justin, Baffier, Jean-Francois, Ferlin, Simone, Bruyere, Marc, Labit, Yann
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 11.03.2024
Predmet:	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
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