Real-time processing technology,platform and application of streaming big data
According to its timeliness,big data processing systems can be categorized into two groups,namely batching big data processing and streaming big data processing.Both systems mentioned above are unable to meet the real-time requirement for censoring and query analysis tasks.To this end,the “stream cu...
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| Format: | Article |
| Language: | zho |
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China InfoCom Media Group
2017-07-01
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| Series: | 大数据 |
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| Online Access: | http://www.j-bigdataresearch.com.cn/thesisDetails#10.11959/j.issn.2096-0271.2017036 |
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| _version_ | 1850212862115446784 |
|---|---|
| author | Chun CHEN |
| author_facet | Chun CHEN |
| author_sort | Chun CHEN |
| collection | DOAJ |
| description | According to its timeliness,big data processing systems can be categorized into two groups,namely batching big data processing and streaming big data processing.Both systems mentioned above are unable to meet the real-time requirement for censoring and query analysis tasks.To this end,the “stream cube” real-time data analysis technology and platform were presented,which can perform timely query with low lag.Currently,this technology has been applied to many fields,including financial risk management,anti-fraud as well as web bots defense,and offers promising prospects for further applications. |
| format | Article |
| id | doaj-art-7b01f9c0779a42baa7a8e897d30ccb3b |
| institution | OA Journals |
| issn | 2096-0271 |
| language | zho |
| publishDate | 2017-07-01 |
| publisher | China InfoCom Media Group |
| record_format | Article |
| series | 大数据 |
| spelling | doaj-art-7b01f9c0779a42baa7a8e897d30ccb3b2025-08-20T02:09:14ZzhoChina InfoCom Media Group大数据2096-02712017-07-0131859527492Real-time processing technology,platform and application of streaming big dataChun CHENAccording to its timeliness,big data processing systems can be categorized into two groups,namely batching big data processing and streaming big data processing.Both systems mentioned above are unable to meet the real-time requirement for censoring and query analysis tasks.To this end,the “stream cube” real-time data analysis technology and platform were presented,which can perform timely query with low lag.Currently,this technology has been applied to many fields,including financial risk management,anti-fraud as well as web bots defense,and offers promising prospects for further applications.http://www.j-bigdataresearch.com.cn/thesisDetails#10.11959/j.issn.2096-0271.2017036streaming big data;streaming processing;incremental computation;time series processing |
| spellingShingle | Chun CHEN Real-time processing technology,platform and application of streaming big data 大数据 streaming big data;streaming processing;incremental computation;time series processing |
| title | Real-time processing technology,platform and application of streaming big data |
| title_full | Real-time processing technology,platform and application of streaming big data |
| title_fullStr | Real-time processing technology,platform and application of streaming big data |
| title_full_unstemmed | Real-time processing technology,platform and application of streaming big data |
| title_short | Real-time processing technology,platform and application of streaming big data |
| title_sort | real time processing technology platform and application of streaming big data |
| topic | streaming big data;streaming processing;incremental computation;time series processing |
| url | http://www.j-bigdataresearch.com.cn/thesisDetails#10.11959/j.issn.2096-0271.2017036 |
| work_keys_str_mv | AT chunchen realtimeprocessingtechnologyplatformandapplicationofstreamingbigdata |