An Open-Source Experimentation Framework for the Edge Cloud Continuum
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arXiv
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| Main Authors: | , , , , |
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866913268806713344 |
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| author | Koukis, Georgios Skaperas, Sotiris Kapetanidou, Ioanna Angeliki Tsaoussidis, Vassilis Mamatas, Lefteris |
| author_facet | Koukis, Georgios Skaperas, Sotiris Kapetanidou, Ioanna Angeliki Tsaoussidis, Vassilis Mamatas, Lefteris |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2403_10977 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | An Open-Source Experimentation Framework for the Edge Cloud Continuum Koukis, Georgios Skaperas, Sotiris Kapetanidou, Ioanna Angeliki Tsaoussidis, Vassilis Mamatas, Lefteris Distributed, Parallel, and Cluster Computing Networking and Internet Architecture 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. |
| title | An Open-Source Experimentation Framework for the Edge Cloud Continuum |
| topic | Distributed, Parallel, and Cluster Computing Networking and Internet Architecture |
| url | https://arxiv.org/abs/2403.10977 |