Algorithms of Load Balancing in Next-Generation Mobile Netwoks: A systematic literature review
收藏DataCite Commons2025-05-01 更新2025-05-07 收录
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https://figshare.com/articles/dataset/Algorithms_of_Load_Balancing_in_Next-Generation_Mobile_Netwoks_A_systematic_literature_review/28898675/1
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This work addresses a critical gap in the current literature: the lack of a unified framework to classify and evaluate load-balancing algorithms in next-generation mobile networks (e.g., 5G/6G). Through a <b>systematic review following the PRISMA methodology</b>, we analyzed 45 studies from five scientific databases (IEEE Xplore, Scopus, ScienceDirect, SpringerLink, and ACM Digital Library), identifying key patterns:The correlation between optimization parameters (latency, throughput, user mobility) and the performance of automatic/hybrid algorithms.The critical need to reduce latency for sensitive applications (e.g., Industry 4.0, autonomous vehicles).The emergence of hybrid schemes combining classical machine learning with policy-based techniques (e.g., policy-based RL).
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figshare
创建时间:
2025-04-29



