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IMFSSC: An In-Memory Distributed File System Framework for Super Computing

机译:IMFSSC:用于超级计算的内存中分布式文件系统框架

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Supercomputing has been widely implemented in theoretical physics, theoretical chemistry, climate modeling, biology simulation and medicine research for high-performance and energy-efficient computing. Many of scientific applications are I/O sensitive and users have to tolerate high latency when supercomputing center storage processes thousands of I/O requests. In this paper, IMFSSC, an in-memory distributed file system framework for super computing is proposed, which is supposed to improve latency performance for I/O sensitive applications and relieves the congestion when I/O requests burst. IMFSSC consists of modules for multiple master-slave supports, load balance among huge amount computing nodes, and uses memory space to store data to minimize the latency. Additional features will be added in the near future and it is supposed to provide better support for large scaled computer systems. Finally, the performance is tested under the framework for evaluation, which shows high scalability and good I/O performance.
机译:超级计算已广泛应用于理论物理,理论化学,气候建模,生物学模拟和医学研究中,以实现高性能和高能效计算。许多科学应用程序对I / O敏感,超级计算中心存储处理数千个I / O请求时,用户必须忍受高延迟。本文提出了一种IMFSSC,一种用于超级计算的内存分布式文件系统框架,旨在提高I / O敏感应用程序的延迟性能,并缓解I / O请求突发时的拥塞。 IMFSSC包含用于多个主从支持的模块,在大量计算节点之间的负载平衡以及使用内存空间来存储数据以最大程度地减少延迟的模块。附加功能将在不久的将来添加,并且应该为大型计算机系统提供更好的支持。最后,在评估框架下测试了性能,该框架显示出高可伸缩性和良好的I / O性能。

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