Communication Dans Un Congrès Année : 2023

Distributed Intelligent Resource Orchestration

Résumé

The evolution to microservices and cloud-native technologies represents a transformative milestone in the telecommunications sector, offering the potential to unlock the capabilities of 5G/6G advancements. New cloud-based applications can be built from the ground up as containerized microservices, breaking a complex application into a series of smaller specialized and manageable services [1]. Efficient resource orchestration in cloud-native infrastructure is a critical challenge, ensuring uninterrupted service delivery. Kubernetes has emerged as de facto standard orchestration platform. However, its client-server architecture and storage on disk introduced latency which is not suitable for real-time communications. To address this gap, we propose DIRO (Distributed Intelligent Resource Orchestration), an orchestration platform for low latency microservices. Our proposal focus on a new scheduling architecture approach leverages in-memory data grid and distributed resource predictions to reduce scheduling delay.

Fichier principal
Vignette du fichier
a16-kule_mukuhi final.pdf (321.01 Ko) Télécharger le fichier
Origine Fichiers produits par l'(les) auteur(s)
Licence

Dates et versions

hal-04995042 , version 1 (18-03-2025)

Licence

Identifiants

Citer

David Kule Mukuhi, Abdelkader Outtagarts. Distributed Intelligent Resource Orchestration. 2023 2nd International Conference on 6G Networking (6GNet), Oct 2023, Paris, France. pp.1-3, ⟨10.1109/6GNet58894.2023.10317732⟩. ⟨hal-04995042⟩
71 Consultations
205 Téléchargements

Altmetric

Partager

  • More