Multi-Capacity Combinatorial Ordering GA in Application to Cloud resources allocation and efficient virtual machines consolidation

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• 作者：Huda Hallawi ; ^{h.f.hallawi@cranfield.ac.uk}Author Vitae ; Jö ; rn MehnenAuthor Vitae ; Hongmei HeAuthor Vitae
• 关键词：Cloud resources allocation ; Cloud resources provisioning ; Virtual machines consolidation ; Vector bin packing ; Genetic algorithm
• 刊名：Future Generation Computer Systems
• 出版年：2017
• 出版时间：April 2017
• 年：2017
• 卷：69
• 期：Complete
• 页码：1-10
• 全文大小：1620 K
• 卷排序：69

文摘

Cloud Resources Allocation as Vector Bin Packing under Multiple Constraints. Propose a novel bio-inspired approach based on Ordering Genetic Algorithm. Develop two algorithms (COFFGA and CONFGA) with the proposed approach. Evaluate the performance and decision robustness of proposed algorithms. COFFGA is superior to CONFGA and existing algorithms.