MM-DSM:多线程多家庭分布式共享内存系统

C. Mei, Hai Jiang, J. Jenness
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引用次数: 1

摘要

大多数传统的分布式共享内存(DSM)系统支持多进程应用程序中的数据共享。为了支持多线程应用的数据共享和计算同步,本文提出了一种多线程多家庭数据管理系统(MM-DSM),该系统将多线程应用中的线程分组并分布在多台计算机上并行执行。全局共享数据被重新排列,并根据它们的访问模式分配给不同的线程束。随着线程束的移动,它们的托管节点将充当相关数据块的宿主,以降低通信成本。程序员仍然可以坚持使用共享内存编程范例,而数据一致性、分布式锁、错误共享和多次写入则由MM-DSM来处理。实验结果证明了该方法的有效性和正确性。
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MM-DSM: Multi-threaded Multi-home Distributed Shared Memory Systems
Most traditional Distributed Shared Memory (DSM) systems support data sharing in multi-process applications. This paper proposed a Multi-threaded Multi-home DSM system (MM-DSM) to support both data sharing and computation synchronization in multi-threaded applications whose threads are grouped into bundles and distributed across multiple computers for parallel execution. Globally shared data are rearranged and assigned to different thread bundles based on their access patterns. As thread bundles move around, their hosting nodes will act as the homes of the associated data blocks to reduce communication cost. Programmers can still stick to the shared memory programming paradigm whereas data consistency, distributed lock, false sharing and multiple writes are taken care of by MM-DSM. Experimental results demonstrate its effectiveness and correctness.
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