Measurement and Classification of Network Traffic Analysis Using Hardoop

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Tanmay Paul
Tanmay Paul
1 Adamas Institute of Technology

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GJCST Volume 17 Issue C2

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Measurement and Classification of Network Traffic Analysis Using Hardoop Banner
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Network traffic can classified as a process which list computer network based on some parameters like port number and protocols into some traffic classes like undesired, sensitivity etc. Traffic can be implemented differently to differentiate the service required for the user for the specific purpose. The large demand of increase in internet users and increase in bandwidth required for various applications are escalating day by day. The traffic data needs to be classified and analyzed with certain tools. Hardoop is the tool which performs the task in very time efficient manner. Hardoop actually run on commodity hardware which process this huge data with hive. Traffic analysis, measurement and classification are done by hardoop based tools at various parameters of packet and flow level. The derived result is used by network administrator for resolving networking related issue. The measurement of internet traffic and analysis has been implemented from long before but the problem is recent years the user in internet has escalated dramatically. We proposed network traffic management system for analyzing internet traffic of multi-terabytes in extensible manner to perform HTTP, ICMP, UDP, TCP and IP.

8 Cites in Articles

References

  1. Wu Kehe,; Cheng Rui,; Zhang,Yingqiang,Mu Hongtao The research on the software architecture of network packet processing based on the manycore processors.
  2. Vaibhav Fanibhare,Vijay Dahake (2016). SmartGrids: MapReduce framework using Hadoop.
  3. Lena Ibrahim,Rosilah Hassan,Kamsuriah Ahmad,Asrul Asat (2015). A study on improvement of internet traffic measurement and analysis using Hadoop system.
  4. ; Roumianailieva,Delyana Kirilanguelov,Gashurova Monitoring and optimization of e-Services in IT Service Desk Systems.
  5. Yong Xing,Wang Xiu,Zhu Jiang,Chun Wang Design and simulation on the PC of routing software based on Wincap.
  6. Wenjian Xing,Yunlan Zhao,Tonglei Li (2010). Research on the Defense Against ARP Spoofing Attacks Based on Winpcap.
  7. Mao Ye,Jun Wang,Jiangling Yin,Xuhong Zhang (2016). Accelerating I/O Performance of SVM on HDFS.
  8. Bikash Agrawal,; Raymond Hansen;,Chunming Rong,Tomasz Wiktorski (2016). SD-HDFS: Secure Deletion in Hadoop Distributed File System.

Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

Tanmay Paul. 2017. \u201cMeasurement and Classification of Network Traffic Analysis Using Hardoop\u201d. Global Journal of Computer Science and Technology - C: Software & Data Engineering GJCST-C Volume 17 (GJCST Volume 17 Issue C2): .

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Journal Specifications

Crossref Journal DOI 10.17406/gjcst

Print ISSN 0975-4350

e-ISSN 0975-4172

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GJCST-C Classification: C.2.3
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v1.2

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August 5, 2017

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English

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Network traffic can classified as a process which list computer network based on some parameters like port number and protocols into some traffic classes like undesired, sensitivity etc. Traffic can be implemented differently to differentiate the service required for the user for the specific purpose. The large demand of increase in internet users and increase in bandwidth required for various applications are escalating day by day. The traffic data needs to be classified and analyzed with certain tools. Hardoop is the tool which performs the task in very time efficient manner. Hardoop actually run on commodity hardware which process this huge data with hive. Traffic analysis, measurement and classification are done by hardoop based tools at various parameters of packet and flow level. The derived result is used by network administrator for resolving networking related issue. The measurement of internet traffic and analysis has been implemented from long before but the problem is recent years the user in internet has escalated dramatically. We proposed network traffic management system for analyzing internet traffic of multi-terabytes in extensible manner to perform HTTP, ICMP, UDP, TCP and IP.

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Measurement and Classification of Network Traffic Analysis Using Hardoop

Tanmay Paul
Tanmay Paul Adamas Institute of Technology

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