Benchmarking and Adaptive Load Balancing of the Virtual Reactor Application on the Russian-Dutch Grid

机译：俄罗斯-荷兰电网上虚拟反应堆应用程序的基准测试和自适应负载平衡

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This paper addresses a problem of porting a distributed parallel application to the Grid. As a case study we use the Virtual Reactor application on the Russian-Dutch Grid testbed. We sketch the Grid testbed infrastructure and application modular architecture, and concentrate on performance issues of one of the core parallel solvers on the Grid. We compare the performance achieved on homogeneous resources with that observed on heterogeneous computing and networking infrastructure. To increase the parallel efficiency of the solver on heterogeneous resources we developed an adaptive load balancing algorithm. We demonstrate the speedup achieved with this technique and indicate the ways to further enhance the algorithm and develop an automated procedure for optimal utilization of Grid resources for parallel computing.

机译：本文解决了将分布式并行应用程序移植到Grid的问题。作为案例研究，我们在俄罗斯－荷兰网格试验台上使用Virtual Reactor应用程序。我们概述了Grid测试平台基础结构和应用程序模块化体系结构，并集中于Grid上核心并行求解器之一的性能问题。我们将同类资源上的性能与异构计算和网络基础结构上的性能进行比较。为了提高求解器在异构资源上的并行效率，我们开发了一种自适应负载平衡算法。我们演示了使用该技术所实现的加速，并指出了进一步增强算法和开发自动化程序以最佳利用网格资源进行并行计算的方法。

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来源
《International Conference on Computational Science(ICCS 2006) pt.1; 20060528-31; Reading(GB)》|2006年|P.530-538|共9页
会议地点 Reading(GB)
作者
Vladimir V. Korkhov; Valeria V. Krzhizhanovskaya;
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作者单位

University of Amsterdam, Faculty of Science, Section Computational Science, St. Petersburg State Polytechnic University, Russia;

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会议组织
原文格式 PDF
正文语种 eng
中图分类计算技术、计算机技术;
关键词
grid; benchmarking; adaptive load balancing; heterogeneous resources; parallel distributed application; virtual reactor; PECVD;

机译：网格;基准测试;自适应负载均衡;异构资源;并行分布式应用;虚拟反应堆; PECVD;

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专利

1. A Grid-based Virtual Reactor: Parallel performance and adaptive load balancing [J] . Vladimir V. Korkhov, Valeria V. Krzhizhanovskaya, P.M.A. Sloot Journal of Parallel and Distributed Computing . 2008,第5期

机译：基于网格的虚拟反应堆：并行性能和自适应负载平衡
2. The User-Level Scheduling of Divisible Load Parallel Applications With Resource Selection and Adaptive Workload Balancing on the Grid [J] . Korkhov V. V., Moscicki J. T., Krzhizhanovskaya V. V. Systems Journal, IEEE . 2009,第1期

机译：网格上具有资源选择和自适应工作负载平衡的可分负载并行应用程序的用户级调度
3. Intelligent adaptive multi-parameter migration model for load balancing virtualized cluster of servers [J] . Tarighi Mohsen, Motamedi Seyed Ahmad, Sharifian Saeed Technical Gazette . 2014,第4期

机译：用于服务器虚拟化负载均衡的智能自适应多参数迁移模型
4. Benchmarking and Adaptive Load Balancing of the Virtual Reactor Application on the Russian-Dutch Grid [C] . Vladimir V. Korkhov, Valeria V. Krzhizhanovskaya International Conference on Computational Science pt.1 . 2006

机译：俄罗斯 - 荷兰网格的虚拟反应堆应用的基准和自适应负载平衡
5. Game theory based job allocation/load balancing in distributed systems with applications to grid computing. [D] . Penmatsa, Satish. 2007

机译：分布式系统中基于博弈论的作业分配/负载平衡及其在网格计算中的应用。
6. A Multiconstrained Grid Scheduling Algorithm with Load Balancing and Fault Tolerance [O] . P. Keerthika, P. Suresh 2015

机译：具有负载平衡和容错能力的多约束网格调度算法
7. Benchmarking and Adaptive Load Balancing of the Virtual Reactor Application on the Russian-Dutch Grid [O] . Korkhov, V., Krzhizhanovskaya, V.V. 2006

机译：俄罗斯-荷兰电网上虚拟反应堆应用程序的基准测试和自适应负载平衡
8. Micro Benchmarking, Performance Assertions and Sensitivity Analysis: A Technique for Developing Adaptive Grid Applications [R] . Corey, I. R., Johson, J. R., Vetter, J. S. 2002

机译：微观基准测试，性能断言和灵敏度分析：一种开发自适应网格应用的技术

Benchmarking and Adaptive Load Balancing of the Virtual Reactor Application on the Russian-Dutch Grid

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