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An Optimal Component Distribution Algorithm Based on MINLP

机译:基于MINLP的最优分配算法

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While deploying distributed components, a key decision to be made is the location of each component in the target distributed environment. Unappropriate distribution may lead to bad performance. Existing distribution algorithms use criterion such as minimal communication bandwidth or response time to optimize object distribution. But for distributed applications processing massive parallel requests, which require both low response time and high throughput. In such situation single-criterion algorithms may output distribution with a very low throughput sometimes. We propose an algorithm called OCDA based MINLP(Mixed Integer Non-Linear Programming), which meets the requirement that with a restricted average response time, maximize throughput capacities of applications. Finally we discuss the advantages and limitations of OCDA.
机译:在部署分布式组件时,要进行的密钥决定是目标分布式环境中每个组件的位置。不合适的发行可能会导致表现不佳。现有的分发算法使用诸如最小通信带宽或响应时间的标准来优化对象分布。但是对于分布式应用程序处理大规模的并行请求,这需要低响应时间和高吞吐量。在这种情况下,单标准算法可能有时输出具有非常低吞吐量的分布。我们提出了一种称为基于OCDA的MINLP(混合整数非线性编程)的算法,该算法符合具有限制平均响应时间的要求,最大限度地提高应用程序的吞吐量能力。最后,我们讨论了OCDA的优势和局限性。

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