A Large Scale Network Traffic Analysis System Design Based on the MapReduce Platform
With the rapid development of network scale and the stricter requirement for operation efficiency, network traffic analysis system is facing big challenges in terms of the scale and analyzing depth. Traditional technologies cannot meet the current requirement for the scalability, cost and analyzing...
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2013-12-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.3969/j.issn.1000-0801.2013.12.025/ |
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| _version_ | 1841529301791408128 |
|---|---|
| author | Hong Tang |
| author_facet | Hong Tang |
| author_sort | Hong Tang |
| collection | DOAJ |
| description | With the rapid development of network scale and the stricter requirement for operation efficiency, network traffic analysis system is facing big challenges in terms of the scale and analyzing depth. Traditional technologies cannot meet the current requirement for the scalability, cost and analyzing depth of the system. A MapReduce based traffic analysis system was presented, which could eliminate the performance bottleneck by parallelizing the storage and computation. |
| format | Article |
| id | doaj-art-f5e504ecf3bd4cff841c0baa2fbe9942 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2013-12-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-f5e504ecf3bd4cff841c0baa2fbe99422025-01-15T03:21:06ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012013-12-012915515759625038A Large Scale Network Traffic Analysis System Design Based on the MapReduce PlatformHong TangWith the rapid development of network scale and the stricter requirement for operation efficiency, network traffic analysis system is facing big challenges in terms of the scale and analyzing depth. Traditional technologies cannot meet the current requirement for the scalability, cost and analyzing depth of the system. A MapReduce based traffic analysis system was presented, which could eliminate the performance bottleneck by parallelizing the storage and computation.http://www.telecomsci.com/zh/article/doi/10.3969/j.issn.1000-0801.2013.12.025/MapReducetraffic analysislarge scale |
| spellingShingle | Hong Tang A Large Scale Network Traffic Analysis System Design Based on the MapReduce Platform Dianxin kexue MapReduce traffic analysis large scale |
| title | A Large Scale Network Traffic Analysis System Design Based on the MapReduce Platform |
| title_full | A Large Scale Network Traffic Analysis System Design Based on the MapReduce Platform |
| title_fullStr | A Large Scale Network Traffic Analysis System Design Based on the MapReduce Platform |
| title_full_unstemmed | A Large Scale Network Traffic Analysis System Design Based on the MapReduce Platform |
| title_short | A Large Scale Network Traffic Analysis System Design Based on the MapReduce Platform |
| title_sort | large scale network traffic analysis system design based on the mapreduce platform |
| topic | MapReduce traffic analysis large scale |
| url | http://www.telecomsci.com/zh/article/doi/10.3969/j.issn.1000-0801.2013.12.025/ |
| work_keys_str_mv | AT hongtang alargescalenetworktrafficanalysissystemdesignbasedonthemapreduceplatform AT hongtang largescalenetworktrafficanalysissystemdesignbasedonthemapreduceplatform |