数据中心间网络中灵活高效的组播传输

Long Luo, Linjian Yu, Tie Ma, Hongfang Yu
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引用次数: 2

摘要

全球分布式服务的爆炸式增长导致了数据中心间广域网上大量多播数据传输的大量增加。为了提高数据中心间批量数据传输的性能,已经提出了许多解决方案,但由于没有充分考虑组播传输的特性和网络拓扑结构,这些解决方案不足以优化组播传输。FlexCast是一种灵活有效的解决方案,用于优化多播传输的完成时间。FlexCast利用拓扑特征将网络站点划分为组,将接收器划分为子集,并为接收器分区构建负载自适应Steiner树以减少完成时间。它还采用灵活的组播模型进行并行传输。为了获得更好的性能,FlexCast使用多个调度策略来处理离线请求提交,为了提高效率,它采用了小规模优化和快速启发式的组合来快速处理在线请求提交。对真实拓扑的模拟表明,与之前的解决方案相比,FlexCast将多播接收器的完成时间提高了80%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Flexible and Efficient Multicast Transfers in Inter-Datacenter Networks
The explosive growth of global distributed services has led to a massive increase in bulk multicast data transfers over the inter-datacenter Wide-Area Network. While many solutions have been proposed to improve the performance of inter-DC bulk data transfers, they are insufficient to optimize multicast transfers because they fail to explore the characteristics of multicast transfers and network topology. This paper presents FlexCast, a flexible and efficient solution to optimize the completion times for multicast transfers. FlexCast takes advantage of topological characteristics to divide network sites into groups, partition receivers into subsets, and construct load-adaptive Steiner trees for receiver partitions to reduce completion time. It also employs a flexible multicast model for parallel transmission. For better performance FlexCast uses multiple scheduling policies to handle offline request submission, and for greater efficiency it adopts a combination of small-scale optimization and fast heuristic to address online request submission quickly. Simulations on real-world topologies show that FlexCast improves the completion time for multicast receivers by up to 80% compared to prior solutions.
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