| Title |
Design and Implementation of Smart City Big Data Processing Platform Based On Distributed Architecture |
| ID_Doc |
38149 |
| Authors |
Ma, SM; Liang, ZL |
| Title |
Design and Implementation of Smart City Big Data Processing Platform Based On Distributed Architecture |
| Year |
2015 |
| Published |
|
| DOI |
10.1109/ISKE.2015.7 |
| Abstract |
For the problem about the low shared efficiency and the poor integrating degree of the massive multivariate data, in the paper, we propose a design scheme based on distributed architecture, mainly using Kafka, Storm and Spark clusters, and the real-time transmission among the structured data, unstructured data and database data are implemented. And the real-time analysis system of real-time data and statistical analysis system of offline data are developed. Finally, the test results show the performance of Big Data processing platform, and demonstrate fully the advantage of the distributed architecture. |
| Author Keywords |
Smart City; distributed architecture; Big Data processing platform |
| Index Keywords |
Index Keywords |
| Document Type |
Other |
| Open Access |
Open Access |
| Source |
Conference Proceedings Citation Index - Science (CPCI-S) |
| EID |
WOS:000380396100070 |
| WoS Category |
Computer Science, Artificial Intelligence; Computer Science, Theory & Methods; Engineering, Electrical & Electronic |
| Research Area |
Computer Science; Engineering |
| PDF |
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