从基于hpc的数据处理系统到基于云计算的数据挖掘系统的迁移

2015 Eighth International Conference on Internet Computing for Science and Engineering (ICICSE) Pub Date : 2015-11-06 DOI:10.1109/ICICSE.2015.40

Jun Ni, Ying Chen, Jie Sha, Minghuan Zhang

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引用次数: 0

摘要

本文对系统结构设计的实验工作进行了简要回顾，并考虑了系统的各种特性。该研究报告了我们如何将OLTP或OLAP及其简单组合的系统从面向hpc的数据处理系统迁移到用于大数据处理和数据挖掘的hpc增强的云配置系统的进展。该系统还配备了IBM支持的大数据技术。该实验系统为高等教育的研究和/或教学目的系统平台提供了中小型系统结构和实现的见解。

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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Migration from HPC-Based Data Processing Systems to Cloud-Computing Based Data Mining Systems

This paper reflects of experimental efforts in system structure design with brief review and considerations various system characteristics. The study reports our progress of how to migrate a system with either OLTP or OLAP and their simply combination, through HPC-oriented data processing system to HPC-enhanced, cloud-configured system for big data processing and data mining. The system is also equipped with IBM supported big data technology. The experimental system provides an insight into small-middle scaled system structure and implementations for research and/or teaching-purposed system platform for higher education.

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2015 Eighth International Conference on Internet Computing for Science and Engineering (ICICSE)

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