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DJSM—A Generally Used Job scaling Mathematic Model for Parallel Applications

机译:DJSM-并行应用程序的常用作业缩放数学模型

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摘要

How to improve the concurrent processing capability of distributed systems under the heterogeneous environment is one of the most important problems in distributed research area. Many middlewares and systems are developed to deal with the new characteristics generated from their execution environment. However, dynamic job scaling is omitted by most of these projects since its complex interface designing which eventually made the existent job scaling models lost their usability and generality. This is our main motivation to design DJSM, a dynamic job scaling mathematic model which not only meets the common requirements in job scaling , but also for its easy embedding in existent parallel projects.
机译:如何提高异构环境下分布式系统的并发处理能力是分布式研究领域最重要的问题之一。开发了许多中间件和系统来处理其执行环境中产生的新特性。但是,由于这些复杂的界面设计最终使现有的工作缩放模型失去了可用性和通用性,因此大多数项目都省略了动态工作缩放。这是我们设计DJSM的主要动机,DJSM是一种动态的工作缩放数学模型,它不仅满足工作缩放的常见要求,而且易于嵌入现有并行项目中。

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