An Open-Source Experimentation Framework for the Edge Cloud Continuum

Autor:	Koukis, Georgios, Skaperas, Sotiris, Kapetanidou, Ioanna Angeliki, Tsaoussidis, Vassilis, Mamatas, Lefteris
Rok vydání:	2024
Předmět:	Computer Science - Distributed Parallel and Cluster Computing Computer Science - Networking and Internet Architecture
Druh dokumentu:	Working Paper
Popis:	The CODECO Experimentation Framework is an open-source solution designed for the rapid experimentation of Kubernetes-based edge cloud deployments. It adopts a microservice-based architecture and introduces innovative abstractions for (i) the holistic deployment of Kubernetes clusters and associated applications, starting from the VM allocation level; (ii) declarative cross-layer experiment configuration; and (iii) automation features covering the entire experimental process, from the configuration up to the results visualization. We present proof-of-concept results that demonstrate the above capabilities in three distinct contexts: (i) a comparative evaluation of various network fabrics across different edge-oriented Kubernetes distributions; (ii) the automated deployment of EdgeNet, which is a complex edge cloud orchestration system; and (iii) an assessment of anomaly detection (AD) workflows tailored for edge environments. Comment: To be published in IEEE INFOCOM CNERT Workshop
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/2403.10977 Zobrazit plný text záznamu View this record from Arxiv