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

机译:IMFSSC:超级计算的内存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:超级计算已在理论物理学,理论化学,气候建模,生物学仿真和医学研究中得到广泛实现的高性能和节能计算。许多科学应用程序是I / O敏感,用户必须在超级计算中心存储过程中加工数千I / O请求时容忍高延迟。在本文中,提出了一种用于超级计算的内存分布式文件系统框架的IMFSSC,这应该提高I / O敏感应用的延迟性能,并在I / O请求突发时缓解拥塞。 IMFSSC由多个主从站支持的模块组成,大量计​​算节点之间的负载平衡,并使用内存空间来存储数据以最小化延迟。将在不久的将来添加其他功能,它应该为大型计算机系统提供更好的支持。最后,在评估框架下进行性能,显示出高可扩展性和良好的I / O性能。

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