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MintEDGE: Multi-tier sImulator for eNergy-aware sTrategies in Edge Computing

Published: 02 October 2023 Publication History

Abstract

Edge computing has transformed cellular networks, offering fast response times by moving computing resources to the network's edge. This not only reduces the burden on the Wide Area Network (WAN) but also enables latency-sensitive applications. However, the widespread deployment of edge computing raises concerns regarding its sustainability. In this work, we present MintEDGE, a simulation framework that models a fully configurable edge-enabled cellular network. MintEDGE empowers researchers and practitioners to design and assess energy-saving strategies for edge computing. We discuss the details of the simulator and its customizable elements like user mobility, the possibility to use predictive workload algorithms, and diverse application scenarios at scale. MintEDGE is released under a permissive MIT license.

References

[1]
Elías Del-Pozo-Puñal, Félix García-Carballeira, and Diego Camarmas-Alonso. 2023. A scalable simulator for cloud, fog and edge computing platforms with mobility support. Futur. Gener. Comp. Syst. 144 (2023), 117--130.
[2]
Redowan Mahmud, Samodha Pallewatta, Mohammad Goudarzi, and Rajkumar Buyya. 2022. iFogSim2: An extended iFogSim simulator for mobility, clustering, and microservice management in edge and fog computing environments. J. Syst. Soft. 190 (Aug. 2022).
[3]
Cagatay Sonmez, Atay Ozgovde, and Cem Ersoy. 2017. EdgeCloudSim: An environment for performance evaluation of Edge Computing systems. In Proc. of IEEE FMEC.
[4]
Philipp Wiesner and Lauritz Thamsen. 2021. LEAF: Simulating Large Energy-Aware Fog Computing Environments. In Proc. of IEEE ICFEC.

Cited By

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  • (2024)LESS-ONComputer Networks: The International Journal of Computer and Telecommunications Networking10.1016/j.comnet.2024.110675252:COnline publication date: 1-Oct-2024
  • (2024)Energy-focused simulation of edge computing architectures in 5G networksThe Journal of Supercomputing10.1007/s11227-024-05926-z80:9(12564-12584)Online publication date: 17-Feb-2024

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  1. MintEDGE: Multi-tier sImulator for eNergy-aware sTrategies in Edge Computing

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    cover image ACM Conferences
    ACM MobiCom '23: Proceedings of the 29th Annual International Conference on Mobile Computing and Networking
    October 2023
    1605 pages
    ISBN:9781450399906
    DOI:10.1145/3570361
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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    New York, NY, United States

    Publication History

    Published: 02 October 2023

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    Author Tags

    1. edge computing
    2. network simulator
    3. energy efficiency
    4. 5G

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    View all
    • (2024)LESS-ONComputer Networks: The International Journal of Computer and Telecommunications Networking10.1016/j.comnet.2024.110675252:COnline publication date: 1-Oct-2024
    • (2024)Energy-focused simulation of edge computing architectures in 5G networksThe Journal of Supercomputing10.1007/s11227-024-05926-z80:9(12564-12584)Online publication date: 17-Feb-2024

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