مؤتمر
Impact of Evolutionary Community Detection Algorithms for Edge Selection Strategies
| العنوان: | Impact of Evolutionary Community Detection Algorithms for Edge Selection Strategies |
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| المؤلفون: | Barsocchi, Paolo, Chessa, Stefano, Foschini, Luca, Belli, Dimitri, Girolami, Michele |
| المساهمون: | Barsocchi, Paolo, Chessa, Stefano, Foschini, Luca, Belli, Dimitri, Girolami, Michele |
| سنة النشر: | 2020 |
| المجموعة: | IRIS Università degli Studi di Bologna (CRIS - Current Research Information System) |
| مصطلحات موضوعية: | CrowdSensing, Multi-access Edge Computing, Mobile Edge, Community Detection |
| الوصف: | The combination of the edge computing paradigm with Mobile CrowdSensing (MCS) is a promising approach. However, the selection of the proper edge nodes is a crucial aspect that greatly affects the performance of the extended architecture. This work studies the performance of an edge-based MCS architecture with ParticipAct, a real-word experimental dataset. We present a community-based edge selection strategy and we measure two key metrics, namely latency and the number of requests satisfied. We show how they vary by adopting three evolutionary community detection algorithms, TILES, Infomap and iLCD configured by changing several configuration settings. We also study the two metrics, by varying the number of edge nodes selected so that to show its benefit. |
| نوع الوثيقة: | conference object |
| وصف الملف: | ELETTRONICO |
| اللغة: | English |
| العلاقة: | info:eu-repo/semantics/altIdentifier/isbn/978-1-7281-8298-8; info:eu-repo/semantics/altIdentifier/wos/WOS:000668970504078; ispartofbook:GLOBECOM 2020 - 2020 IEEE Global Communications Conference; IEEE Global Communications Conference, GLOBECOM 2020; firstpage:1; lastpage:6; numberofpages:6; serie:. IEEE GLOBAL COMMUNICATIONS CONFERENCE; https://hdl.handle.net/11585/811875Test; info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85101215492; https://ieeexplore.ieee.org/document/9348085Test |
| DOI: | 10.1109/GLOBECOM42002.2020.9348085 |
| الإتاحة: | https://doi.org/10.1109/GLOBECOM42002.2020.9348085Test https://hdl.handle.net/11585/811875Test https://ieeexplore.ieee.org/document/9348085Test |
| حقوق: | info:eu-repo/semantics/openAccess |
| رقم الانضمام: | edsbas.E5B053E4 |
| قاعدة البيانات: | BASE |
| DOI: | 10.1109/GLOBECOM42002.2020.9348085 |
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