{"title":"AC compiler for large data sequential processing using remote memory","authors":"Shiyo Yoshimura, H. Midorikawa","doi":"10.1109/PACRIM.2011.6032892","DOIUrl":null,"url":null,"abstract":"Prevailing 64bit-OS enables us to use a large memory address space in computer programming general. However, the actual physical memory becomes the limitation in utilizing it fully. When a program requires more memory than available physical memory in a computer, a traditional virtual memory system performs the page swap between a local hard disk and physical memory. Here, with the recent development in high-speed network, remote-memory access via networks becomes faster than accessing a local hard disk. We built the Distributed Large Memory System (DLM) to access vast remote memories in networks. The DLM is designed as a user-level software for high portability. The DLM provides a very large virtual memory using remote memories distributed over cluster nodes. This paper proposes a newly designed C compiler for the DLM. It provides an easy programming interface to use the abundant memory of the DLM with existing sequential programs, instead of developing parallel programs.","PeriodicalId":236844,"journal":{"name":"Proceedings of 2011 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing","volume":"280 5","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of 2011 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PACRIM.2011.6032892","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Prevailing 64bit-OS enables us to use a large memory address space in computer programming general. However, the actual physical memory becomes the limitation in utilizing it fully. When a program requires more memory than available physical memory in a computer, a traditional virtual memory system performs the page swap between a local hard disk and physical memory. Here, with the recent development in high-speed network, remote-memory access via networks becomes faster than accessing a local hard disk. We built the Distributed Large Memory System (DLM) to access vast remote memories in networks. The DLM is designed as a user-level software for high portability. The DLM provides a very large virtual memory using remote memories distributed over cluster nodes. This paper proposes a newly designed C compiler for the DLM. It provides an easy programming interface to use the abundant memory of the DLM with existing sequential programs, instead of developing parallel programs.
目前流行的64位操作系统使我们在计算机编程中可以使用大量的内存地址空间。然而,实际的物理内存成为充分利用它的限制。当一个程序需要的内存超过计算机中可用的物理内存时,传统的虚拟内存系统会在本地硬盘和物理内存之间执行页面交换。在这里,随着高速网络的发展,通过网络访问远程内存比访问本地硬盘要快得多。我们构建了分布式大内存系统(Distributed Large Memory System, DLM)来访问网络中的大量远程内存。DLM被设计为具有高可移植性的用户级软件。DLM使用分布在集群节点上的远程内存提供非常大的虚拟内存。本文提出了一种新的用于DLM的C编译器。它提供了一个简单的编程接口,可以将DLM的丰富内存用于现有的顺序程序,而不是开发并行程序。