UnBound: Multi-Tenancy Management in Scalable Fog Meta-Federations
Designing large-scale fog computing platforms requires the aggregation of large numbers of servers in numerous locations covering a full country or even a continent. However, it would be difficult for a single organization to deploy enough resources while attracting sufficient workloads to generate high resource utilization. Instead, we propose the concept of meta-federations, where many independent local resource providers may lease their resources to multiple fog federations. We propose UnBound, a scalable meta-federations framework that specifically addresses the difficult multi-tenancy issue in this context to isolate workloads belonging to different users and fog providers. Extensive evaluations with federations of up to 500 geo-distributed Kubernetes clusters demonstrate that UnBound maintains comparable application deployment times to the state of the art in a single member cluster scenario, avoids increasing cross-cluster network traffic, keeps resource consumption within acceptable limits, and exhibits stability and scalability, making it a suitable solution for large-scale fog computing deployments.
Authors
- Chih-Kai Huang (ORCID: https://orcid.org/0000-0002-2282-5893)
- Guillaume Pierre (ORCID: https://orcid.org/0000-0003-1418-8174)
Institutions
- Centre National de la Recherche Scientifique (FR)
- Institut national de recherche en sciences et technologies du numérique (FR)
- Institut de Recherche en Informatique et Systèmes Aléatoires (FR)
- Université de Rennes (FR)
Publication Details
- Published
- 2024-12-16
- DOI
- https://doi.org/10.1109/ucc63386.2024.00029
- Citations
- 1
- Primary Topic
- Transportation and Mobility Innovations
- Type
- article
- Field-Weighted Citation Impact
- 0.20