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Computer Science > Networking and Internet Architecture

arXiv:2307.08898 (cs)
[Submitted on 17 Jul 2023]

Title:CaMP-INC: Components-aware Microservices Placement for In-Network Computing Cloud-Edge Continuum

Authors:Soukaina Ouledsidi Ali, Halima Elbiaze, Roch Glitho, Wessam Ajib
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Abstract:Microservices are a promising technology for future networks, and many research efforts have been devoted to optimally placing microservices in cloud data centers. However, microservices deployment in edge and in-network devices is more expensive than the cloud. Additionally, several works do not consider the main requirements of microservice architecture, such as service registry, failure detection, and each microservice's specific database. This paper investigates the problem of placing components (i.e. microservices and their corresponding databases) while considering physical nodes' failure and the distance to service registries. We propose a Components-aware Microservices Placement for In-Network Computing Cloud-Edge Continuum (CaMP-INC). We formulate an Integer Linear Programming (ILP) problem with the objective of cost minimization. Due to the problem's NP-hardness, we propose a heuristic solution. Numerical results demonstrate that our proposed solution CaMP-INC reduces the total cost by 15.8 % on average and has a superior performance in terms of latency minimization compared to benchmarks.
Subjects: Networking and Internet Architecture (cs.NI)
Cite as: arXiv:2307.08898 [cs.NI]
  (or arXiv:2307.08898v1 [cs.NI] for this version)
  https://doi.org/10.48550/arXiv.2307.08898
Journal reference: GLOBECOM 2022-2022 IEEE Global Communications Conference, pp. 2116-2121
Related DOI: https://doi.org/10.1109/GLOBECOM48099.2022.10000936

Submission history

From: Halima Elbiaze [view email]
[v1] Mon, 17 Jul 2023 23:56:20 UTC (1,162 KB)
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