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

Institutions

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
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

UnBound: Multi-Tenancy Management in Scalable Fog Meta-Federations

Chih-Kai Huang, Guillaume Pierre
1 citations
Transportation and Mobility Innovations
0.20
article

UnBound: Multi-Tenancy Management in Scalable Fog Meta-Federations

Chih-Kai Huang, Guillaume Pierre
article en
1 citations

Abstract

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.

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)
Openalex Percentile: Top 49%
Transportation and Mobility Innovations
0.20
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.