End-to-end network QoS via scheduling of flexible resource reservation requests

Sushant Sharma, D. Katramatos, Dantong Yu
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引用次数: 31

Abstract

Modern data-intensive applications move vast amounts of data between multiple locations around the world. To enable predictable and reliable data transfers, next generation networks allow such applications to reserve network resources for exclusive use. In this paper, we solve an important problem (called SMR3) to accommodate multiple and concurrent network reservation requests between a pair of end sites. Given the varying availability of bandwidth within the network, our goal is to accommodate as many reservation requests as possible while minimizing the total time needed to complete the data transfers. First, we prove that SMR3 is an NP-hard problem. Then, we solve it by developing a polynomial-time heuristic called RRA. The RRA algorithm hinges on an efficient mechanism to accommodate large number of requests in an iterative manner. Finally, we show via numerical results that RRA constructs schedules that accommodate significantly larger number of requests compared to other, seemingly efficient, heuristics.
端到端网络QoS通过调度灵活的资源预留请求
现代数据密集型应用程序在世界各地的多个地点之间移动大量数据。为了实现可预测和可靠的数据传输,下一代网络允许这些应用程序保留网络资源供独占使用。在本文中,我们解决了一个重要的问题(称为SMR3),以适应一对终端站点之间的多个并发网络预订请求。考虑到网络中带宽可用性的变化,我们的目标是容纳尽可能多的预订请求,同时最小化完成数据传输所需的总时间。首先,我们证明了SMR3是一个np困难问题。然后,我们通过开发一个称为RRA的多项式时间启发式来解决它。RRA算法依赖于一种有效的机制,以迭代的方式容纳大量的请求。最后,我们通过数值结果表明,与其他看似有效的启发式方法相比,RRA构建的调度可以容纳大量的请求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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