Efficient Support for MPI-I/O Atomicity Based on Versioning

Viet-Trung Tran, Bogdan Nicolae, Gabriel Antoniu, L. Bougé
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引用次数: 6

Abstract

We consider the challenge of building data management systems that meet an important requirement of today's data-intensive HPC applications: to provide a high I/O throughput while supporting highly concurrent data accesses. In this context, many applications rely on MPI-I/O and require atomic, non-contiguous I/O operations that concurrently access shared data. In most existing implementations, the atomicity requirement is implemented through locking-based schemes, which have proven inefficient, especially for non-contiguous I/O. We claim that using a versioning-enabled storage back-end has the potential to avoid the expensive synchronization induced by locking-based schemes. We describe a prototype implementation on top of ROMIO, and report on promising experimental results with standard MPI-I/O benchmarks specifically designed to evaluate the performance of non-contiguous, overlapped I/O accesses under MPI atomicity guarantees.
基于版本控制的MPI-I/O原子性的有效支持
我们考虑构建数据管理系统的挑战,以满足当今数据密集型HPC应用程序的一个重要要求:在支持高并发数据访问的同时提供高I/O吞吐量。在这种情况下,许多应用程序依赖于MPI-I/O,并且需要原子的、非连续的I/O操作来并发访问共享数据。在大多数现有实现中,原子性需求是通过基于锁定的方案实现的,这种方案已被证明效率低下,特别是对于非连续I/O。我们声称,使用支持版本控制的存储后端有可能避免由基于锁定的方案引起的昂贵的同步。我们描述了一个基于ROMIO的原型实现,并报告了使用标准MPI-I/O基准测试的有希望的实验结果,这些基准测试专门设计用于评估MPI原子性保证下非连续、重叠I/O访问的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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