Networked Virtual Machine Placement in Edge Cloud Systems

In this paper, we study the networked virtual machine (VM) placement problem in the edge cloud system with a two-layer star topology. Firstly, for a one-layer wireless compute cluster, we propose one optimal algorithm to minimize the total inter-node communication cost in the cluster. Secondly, for...

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Bibliographic Details
Published in2019 18th International Symposium on Parallel and Distributed Computing (ISPDC) pp. 23 - 31
Main Authors Li, Kangkang, Nabrzyski, Jarek
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.06.2019
Subjects
a two-layer star topology
Distributed computing
edge cloud systems
networked VM placement
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DOI10.1109/ISPDC.2019.000-1

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Summary:In this paper, we study the networked virtual machine (VM) placement problem in the edge cloud system with a two-layer star topology. Firstly, for a one-layer wireless compute cluster, we propose one optimal algorithm to minimize the total inter-node communication cost in the cluster. Secondly, for the two-layer edge cloud system, we design another algorithm to minimize the total inter-node communication cost in the system. Thirdly, we study the job placement problem under the multi-tenant scenario, which is NP-hard. A heuristic algorithm is proposed to give an efficient solution. The evaluation results validate the efficiency of our algorithms.
DOI:10.1109/ISPDC.2019.000-1