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Deadline-Guaranteed Point-to-Multipoint Bulk Transfers in Inter-Datacenter Networks

机译:数据中心间网络中的截止日期保证的点对多点批量传输

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Many modern cloud services are operated across geographically distributed datacenters, and they are usually associated with a demand of transferring bulk data among datacenters for achieving a high performance and reliability. These transfers (e.g., data replications and synchronizations) may require the inter-datacenter networks to deliver data from one Point (or datacenter) to Multiple Points (or datacenters) and impose a deadline on the transfer for providing a guaranteed service to end users. However, very little work has been done to manage an efficient point-to- multipoint bulk transfer while considering the deadline requirements. In this paper, we investigate the deadline- aware point-to-multipoint (P2MP) transfer problem and propose a centralized deAdline- Guaranteed transfEr (AGE) approach that can guarantee the deadline for P2MP transfers while efficiently utilizing the inter-datacenter bandwidth resources. For each arriving request, AGE jointly determines the transfer source selections and bandwidth allocations such that the number of deadline-guaranteed transfers can be maximized. Our simulation experiments show that AGE can accommodate up to 53.3% more transfers whose deadline requirements are met. In addition, AGE can achieve 20% higher network utilization than prior bulk transfer approaches.
机译:许多现代云服务跨地理分布的数据中心运行,并且通常与在数据中心之间传输大量数据的需求相关,以实现高性能和可靠性。这些传输(例如,数据复制和同步)可能需要数据中心间网络将数据从一个点(或数据中心)传递到多个点(或数据中心),并在传输上施加最后期限,以便向最终用户提供有保证的服务。但是,在考虑截止期限要求的同时,为管理有效的点对多点批量传输所做的工作很少。在本文中,我们研究了了解截止期限的点对多点(P2MP)传输问题,并提出了一种集中化的deAdline保证的传输(AGE)方法,该方法可以在有效利用数据中心间带宽资源的同时保证P2MP传输的截止期限。对于每个到达的请求,AGE共同确定传输源的选择和带宽分配,以使限期保证的传输数可以最大化。我们的仿真实验表明,AGE可以满足截止期限要求的传输量增加多达53.3%。此外,AGE可以比以前的批量传输方法提高20%的网络利用率。

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