网格调度:使用容错MPI实现重新调度MPI应用程序

M. V. Reddy, S. Chaudhary
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引用次数: 0

摘要

由于网格技术的进步,可以使用标准的通用协议访问遍布全球的资源。由于资源有限,早期的模拟和科学实验受到限制。这些现在正在电网中大力推行。网格环境本质上是动态的。网格中的资源本质上是异构的,不受中央控制。因此网格调度是一个复杂的问题。为应用程序获得的初始时间表可能不是很好,因为它涉及到未来时间的资源选择。资源特性,如CPU可用性、内存可用性、网络带宽等不断变化。在这些情况下,重新安排是必要的。研究实验利用MPICH-V2的容错功能对MPI进程进行迁移。将负载平衡模块添加到MPICH-V2系统中,这些模块决定何时何地迁移进程。仿真结果表明,对于计算密集型应用,进程迁移是一种可行的重调度技术。研究实验还对现有的一些容错MPI实现进行了简要描述。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Scheduling in Grid: Rescheduling MPI applications using a fault-tolerant MPI implementation
Due to advancement in grid technologies, resources spread across the globe can be accessed using standard general-purpose protocols. Simulations and scientific experiments were earlier restricted due to limited availability of the resources. These are now carried out vigorously in the grid. Grid environments are dynamic in nature. The resources in a grid are heterogeneous in nature and are not under a central control. So scheduling in grid is complex. The initial schedule obtained for an application may not be good as it involves the selection of resources at a future time. The resource characteristics like CPU availability, memory availability, network bandwidth etc keep changing. Rescheduling becomes necessary under these conditions. The research experiment uses the fault-tolerant functionalities of MPICH-V2 to migrate MPI processes. Load-balancing modules, which make a decision of when and where to migrate a process are added into the MPICH-V2 system. Simulations are done to show that process migration is viable rescheduling technique for computationally intensive applications. The research experiment also gives brief descriptions of some existing fault-tolerant MPI implementations.
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