Optimal distributed task scheduling in volunteer clouds

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• 作者：Stefano Sebastio ; ^a ; ^{stefano.sebastio@alumni.imtlucca.it} ; Giorgio Gnecco^b ; Alberto Bemporad^b
• 关键词：Cloud computing ; Distributed optimization ; Integer programming ; Combinatorial optimization ; ADMM
• 刊名：Computers & Operations Research
• 出版年：2017
• 出版时间：May 2017
• 年：2017
• 卷：81
• 期：Complete
• 页码：231-246
• 全文大小：1326 K
• 卷排序：81

文摘

A framework for task scheduling policies in a large-scale distributed cloud. A mathematical formulation driven by real system requirements. Model with: FIFO queue, tasks with deadlines, the actual load on the machines. Application of the distributed Alternating Direction Method of Multipliers (ADMM).