ACPdl:瘦pgas层上的数据结构和全局内存分配器库

ESPM '15 Pub Date : 2015-11-15 DOI:10.1145/2832241.2832242
Yuichiro Ajima, Takafumi Nose, K. Saga, Naoyuki Shida, S. Sumimoto
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引用次数: 4

摘要

HPC系统包含越来越多的处理器核心,迈向百亿亿次计算时代。随着系统上并行进程数量的增加,每个进程的点对点连接数量也会增加,连接的内存使用就会成为一个问题。正在开发一种称为高级通信原语(ACP)的新通信库,通过提供具有可能无连接的分区全局地址空间(PGAS)模型的通信功能来解决这个问题。ACP库被设计为特定于领域的语言或并行语言运行时的基础。ACP基础层(ACPbl)包含一组抽象互连设备和提供地址转换机制的最小功能。就ACPbl而言,全局地址只能授予本地内存。为了提高ACP库的生产率,本文引入了一套新的ACP库(ACPdl)函数,包括全局内存分配器和数据结构库。全局内存分配器在不涉及远程进程的情况下为远程进程分配内存区域并为其分配全局地址。数据结构库在内部使用全局内存分配器,并提供创建、读取、更新和删除分布式数据结构的函数。全局内存分配器和关联数组数据结构函数的评估结果表明,当使用低延迟高性能计算专用互连设备实现ACPbl时,主线程和通信线程之间的开销可能成为瓶颈。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ACPdl: data-structure and global memory allocator library over a thin PGAS-layer
HPC systems comprise an increasing number of processor cores towards the exascale computing era. As the number of parallel processes on a system increases, the number of point-to-point connections for each process increases and the memory usage of connections becomes an issue. A new communication library called Advanced Communication Primitives (ACP) is being developed to address the issue by providing communication functions with the Partitioned Global Address Space (PGAS) model that is potentially connection-less. The ACP library is designed to underlie domain-specific languages or parallel language runtimes. The ACP basic layer (ACPbl) comprises a minimum set of functions to abstract interconnect devices and to provide an address translation mechanism. As far as using ACPbl, global address can be granted only to local memory. In this paper, a new set of functions called the ACP data library (ACPdl) including global memory allocator and data-structure library is introduced to improve the productivity of the ACP library. The global memory allocator allocates a memory region of a remote process and assigns global address to it without involving the remote process. The data-structure library uses the global memory allocator internally and provides functions to create, read, update and delete distributed data-structures. Evaluation results of global memory allocator and associative-array data-structure functions show that overhead between the main and communication threads may become a bottleneck when an implementation of ACPbl uses a low latency HPC-dedicated interconnect device.
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