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...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	International Conference on Intelligence in Next Generation Networks S. 194 - 201
Hauptverfasser:	Nougnanke, Benoit, Loye, Justin, Baffier, Jean-Francois, Ferlin, Simone, Bruyere, Marc, Labit, Yann
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 11.03.2024
Schlagworte:	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-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!