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Improving I/O performance for High Performance Computing with Application Forwarding Layer

  • Hu Mingming
  • , Hong Shen
  • , Zha Benbo
  • , Liu Hengwei
  • , Zhuo Ruiqi

研究成果: Conference contribution同行評審

1 引文 斯高帕斯(Scopus)

摘要

In the use of High Performance Computing platforms, I/O performance has become an important limiting factor. For regular users, after a supercomputer is put into use, I/O performance optimization based on the physical structure is usually difficult to achieve. In this paper, we show that this can be achieved through modifying the application layer. Considering that a supercomputer has many computing nodes, we present an approach that uses dedicated computing nodes to process the requests from different applications to optimize the I/O performance. The dedicated computing nodes perform aggregation and reorder the operations before sending the requests to the storage system. We call the role played by these computing nodes in this process the logical I/O forwarding layer which corresponds to the I/O forwarding layer of the physical structure. Our experiments show that this approach is feasible and provides room for further improvement.

原文English
主出版物標題Proceedings of the 2020 4th High Performance Computing and Cluster Technologies Conference, HPCCT 2020 and 3rd International Conference on Big Data and Artificial Intelligence, BDAI 2020
發行者Association for Computing Machinery
頁面1-5
頁數5
ISBN(電子)9781450375603
DOIs
出版狀態Published - 3 7月 2020
對外發佈
事件4th High Performance Computing and Cluster Technologies Conference, HPCCT 2020 and the 3rd International Conference on Big Data and Artificial Intelligence, BDAI 2020 - Qingdao, Online, China
持續時間: 3 7月 20206 7月 2020

出版系列

名字ACM International Conference Proceeding Series

Conference

Conference4th High Performance Computing and Cluster Technologies Conference, HPCCT 2020 and the 3rd International Conference on Big Data and Artificial Intelligence, BDAI 2020
國家/地區China
城市Qingdao, Online
期間3/07/206/07/20

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