Traffic big data:an agile architecture design based on micro service
Faced with a wide range of intelligent transportation application scenarios and technical requirements,the general big data system is difficult to adapt to a variety of processing and make a quick response.In order to solve this problem,the methodology of agile big data for the first time was put fo...
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| Format: | Article |
| Language: | zho |
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China InfoCom Media Group
2017-05-01
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| Series: | 大数据 |
| Subjects: | |
| Online Access: | http://www.j-bigdataresearch.com.cn/thesisDetails#10.11959/j.issn.2096-0271.2017030 |
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| _version_ | 1850212802196668416 |
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| author | Shengdong DU Yan YANG Fei TENG |
| author_facet | Shengdong DU Yan YANG Fei TENG |
| author_sort | Shengdong DU |
| collection | DOAJ |
| description | Faced with a wide range of intelligent transportation application scenarios and technical requirements,the general big data system is difficult to adapt to a variety of processing and make a quick response.In order to solve this problem,the methodology of agile big data for the first time was put forward.Based on the iterative nature of data science,the agile big data architecture based on micro service was designed,and the key points of the traffic oriented micro service and data fusion technology were discussed.The agile big data architecture provides new idea and method for efficient and flexible data mining and machine learning under the environment of traffic big data. |
| format | Article |
| id | doaj-art-b2833ae044b443a2863f848003becc7a |
| institution | OA Journals |
| issn | 2096-0271 |
| language | zho |
| publishDate | 2017-05-01 |
| publisher | China InfoCom Media Group |
| record_format | Article |
| series | 大数据 |
| spelling | doaj-art-b2833ae044b443a2863f848003becc7a2025-08-20T02:09:14ZzhoChina InfoCom Media Group大数据2096-02712017-05-013201703059527077Traffic big data:an agile architecture design based on micro serviceShengdong DUYan YANGFei TENGFaced with a wide range of intelligent transportation application scenarios and technical requirements,the general big data system is difficult to adapt to a variety of processing and make a quick response.In order to solve this problem,the methodology of agile big data for the first time was put forward.Based on the iterative nature of data science,the agile big data architecture based on micro service was designed,and the key points of the traffic oriented micro service and data fusion technology were discussed.The agile big data architecture provides new idea and method for efficient and flexible data mining and machine learning under the environment of traffic big data.http://www.j-bigdataresearch.com.cn/thesisDetails#10.11959/j.issn.2096-0271.2017030agile big data;micro service;big data architecture;container;big data fusion |
| spellingShingle | Shengdong DU Yan YANG Fei TENG Traffic big data:an agile architecture design based on micro service 大数据 agile big data;micro service;big data architecture;container;big data fusion |
| title | Traffic big data:an agile architecture design based on micro service |
| title_full | Traffic big data:an agile architecture design based on micro service |
| title_fullStr | Traffic big data:an agile architecture design based on micro service |
| title_full_unstemmed | Traffic big data:an agile architecture design based on micro service |
| title_short | Traffic big data:an agile architecture design based on micro service |
| title_sort | traffic big data an agile architecture design based on micro service |
| topic | agile big data;micro service;big data architecture;container;big data fusion |
| url | http://www.j-bigdataresearch.com.cn/thesisDetails#10.11959/j.issn.2096-0271.2017030 |
| work_keys_str_mv | AT shengdongdu trafficbigdataanagilearchitecturedesignbasedonmicroservice AT yanyang trafficbigdataanagilearchitecturedesignbasedonmicroservice AT feiteng trafficbigdataanagilearchitecturedesignbasedonmicroservice |