Colorama: Architectural Support for Data-Centric Synchronization

L. Ceze, Pablo Montesinos, C. V. Praun, J. Torrellas
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引用次数: 44

Abstract

With the advent of ubiquitous multi-core architectures, a major challenge is to simplify parallel programming. One way to tame one of the main sources of programming complexity, namely synchronization, is transactional memory (TM). However, we argue that TM does not go far enough, since the programmer still needs nonlocal reasoning to decide where to place transactions in the code. A significant improvement to the art is data-centric synchronization (DCS), where the programmer uses local reasoning to assign synchronization constraints to data. Based on these, the system automatically infers critical sections and inserts synchronization operations. This paper proposes novel architectural support to make DCS feasible, and describes its programming model and interface. The proposal, called Colorama, needs only modest hardware extensions, supports general-purpose, pointer-based languages such as C/C++ and, in our opinion, can substantially simplify the task of writing new parallel programs
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Colorama:以数据为中心的同步的架构支持
随着无处不在的多核架构的出现,一个主要的挑战是简化并行编程。控制编程复杂性的主要来源之一(即同步)的一种方法是使用事务性内存。然而,我们认为TM还远远不够,因为程序员仍然需要非局部推理来决定在代码中放置事务的位置。该技术的一个重要改进是以数据为中心的同步(DCS),其中程序员使用本地推理为数据分配同步约束。在此基础上,系统自动推断临界区并插入同步操作。本文提出了一种新颖的体系结构支持,并描述了其编程模型和接口。这个被称为Colorama的提议只需要适度的硬件扩展,支持通用的、基于指针的语言,如C/ c++,在我们看来,可以大大简化编写新的并行程序的任务
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