欢迎访问机床与液压官方网站!

咨询热线:020-32385312 32385313 RSS EMAIL-ALERT
基于云计算的大数据信息处理技术研究
作者:
作者单位:

作者简介:

通讯作者:

中图分类号:

基金项目:

中央高校基本科研业务西南大学专项基金资助项目(XDJK2012C029)


Research on information processing technology of big data in cloud computing
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
  • |
  • 文章评论
    摘要:

    随着大数据时代的到来,信息的数据量正在以指数级的速度快速增长,己经达到TB、PB甚至是ZB级别。而在信息数据飞速増长的背后,是它们所蕴含的无穷无尽的价值。大数据信息处理技术可以帮助人们发现知识并从海量数据中找出规律,从而创造应用价值。但传统的信息处理方法不能有效地处理海量数据,尤其是不能满足用户对时效性的要求。云计算技术的出现和发展为快速、高效地处理海量数据提供了解决方案。为了充分利用云计算的并行计算能力及其动态资源的分配来有效地处理海量数据,基于云计算的大数据信息处理技术变得至关重要。因此,以提高信息处理效率并且保持数据的准确率为目标,将现有的经典数据分析算法模型与云计算技术相结合,对结合云计算和大数据的海量信息处理技术进行了研究,并提出了一种基于云计算的大数据信息处理方法。

    Abstract:

    With the advent of the era of big data, the amount of global information data is growing explosively. The information data with rapid growth contain endless value. Big data information processing technology could help people discover knowledge and find rules from massive data, so as to create application value. But with the rapid development of social economy, the basic big data information processing technology has been unable to meet the higher and higher requirements of massive data processing. The emergence and development of cloud computing technology could provide a solution for big data information processing technology to meet the requirements of users for efficient processing of diversified massive data. The combination of artificial intelligence, big data and cloud computing is an inevitable trend of social development, and the research of big data information processing technology based on cloud computing becomes very important. Therefore, in order to improve the efficiency of information processing and maintain the accuracy of data, the existing classical data analysis algorithm model and cloud computing technology are combined in this paper. So some research is done on massive information processing technology based on big data and cloud computing, and a big data information processing method based on cloud computing and cloud computing is proposed.

    参考文献
    相似文献
    引证文献
引用本文

全海金,何映思.基于云计算的大数据信息处理技术研究[J].机床与液压,2019,47(24):118-124.
. Research on information processing technology of big data in cloud computing[J]. Machine Tool & Hydraulics,2019,47(24):118-124

复制
分享
文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:
  • 最后修改日期:
  • 录用日期:
  • 在线发布日期: 2020-03-12
  • 出版日期: