电信科学 ›› 2015, Vol. 31 ›› Issue (7): 18-23.doi: 10.11959/j.issn.1000-0801.2015168

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大数据平台云化技术

王峰,杨明川,刘圆,王和宇   

  1. 中国电信股份有限公司北京研究院 北京100035
  • 出版日期:2015-08-21 发布日期:2015-08-21

Cloud-Based Big Data Technology

Feng Wang,Mingchuan Yang,Yuan Liu,Heyu Wang   

  1. Beijing Research Institute of China Telecom Co.，Ltd.，Beijing 100035，China
  • Online:2015-08-21 Published:2015-08-21

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2

摘要：

论述了大数据技术领域的发展趋势，从资源、能力、业务3个层面阐述了大数据平台云化的必要性和可行性；然后，结合Amazon EMR/Kinesis、VMware BDE、OpenStack Sahara等典型案例探讨了大数据平台云化的关键技术；最后，就大数据平台云化在未来发展中面临的关键问题进行了深入分析，为相关技术的研发和应用提供了重要参考。

关键词: 大数据即服务, 实时数据处理, 云基础设施, 融合

Abstract:

The development direction of big data technology was analyzed.The necessity and feasibility for integrating cloud computing and big data were discussed.Then，typical case studies of current mainstream technology were present，and the most critical problems and corresponding solutions for future development of cloud-based big data technology were concluded.

Key words: big data as a service, real-time data processing, cloud infrastructure, integration

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