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Real-time big data processing framework: Challenges and solutions

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成果类型:
期刊论文
作者:
Zheng, Z.;Wang, P.*;Liu, J.;Sun, S.
通讯作者:
Wang, P.
作者机构:
[Sun, S.] School of Software and Microelectronics, Peking University, Beijing, 100260, China
National Engineering Research Center for E-Learning, Central China Normal University, Wuhan, 430079, China
[Liu, J.] School of Electronics Engineering and Computer Science, Peking University, Beijing, 100791, China
National Engineering Research Center of Software Engineering, Peking University, Beijing, 100791, China
[Zheng, Z.] School of Software and Microelectronics, Peking University, Beijing, 100260, China, National Engineering Research Center for E-Learning, Central China Normal University, Wuhan, 430079, China
通讯机构:
[Wang, P.] S
School of Software and Microelectronics, Peking University, Beijing, China
语种:
英文
关键词:
Big data;CEP;Cloud computing;Data stream;Hardware software co-design
期刊:
Applied Mathematics & Information Sciences
ISSN:
2325-0399
年:
2015
卷:
9
期:
6
页码:
3169-3190
机构署名:
本校为其他机构
院系归属:
国家数字化学习工程技术研究中心
摘要:
Data type and amount in human society is growing in amazing speed which is caused by emerging new services as cloud computing, internet of things and location-based services, the era of big data has arrived. As data has been fundamental resource, how to manage and utilize big data better has attracted much attention. Especially, with the development of internet of things, how to processing large amount real-time data has become a great challenge in research and applications. Recently, cloud computing technology has attracted much attention with...

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