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Minimizing disaster backup window for geo-distributed multi-datacenter cloud systems

机译:最小化地理分布式多数据中心云系统的灾难备份窗口

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We optimize the disaster backup in multi-datacenter (multi-DC) cloud systems and design disaster-aware algorithms to realize rapid backup with the objective of minimizing the backup window for all the DCs in the network. A mixed integer linear programming (MILP) model is first formulated to optimize the backup processes of all production DCs jointly. We then develop three heuristics that use the one-step or two-step approaches for the selection of backup DCs and the calculation of backup routing paths. Simulation results show that the TwoStep algorithm can achieve the shortest backup window with the lowest operation complexity.
机译:我们优化多数据中心(多DC)云系统中的灾难备份和设计灾难感知算法,以实现快速备份,目的是最小化网络中所有DCS的备份窗口。首先配制混合整数线性编程(MILP)模型以共同优化所有生产DCS的备份过程。然后,我们开发三种启发式方法,使用单步或两步方法选择备份DC和备份路径的计算。仿真结果表明,TwoStep算法可以实现具有最低操作复杂性的最短备份窗口。

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