A Big Data Approach for Traffic Classification using Data Mining

Srashti Chouhan
2018 International Journal for Research in Applied Science and Engineering Technology  
Retrieval of knowledge is the biggest task which needs full attention. For achieving the aim and objective of the desired work for traffic classification, knowledge discovery for network data is performed in college campus, which involves some steps which should be taken for carefully which leads to generate large network traffic data. Network traffic classification generates large data volume, whose processing is not possible with traditional data mining concept. For fast processing of data
more » ... ocessing of data execution is required in distributed or parallel manner which divides the entire work using fast processing into multiple parts. Using the MapReduce component, a Hadoop based application is developed with variable sizes and data sample collected from college campus. The collected data samples are the real world data sample which evaluates the performance of the work. For distributed and parallel processing and fetching results MapReduce component is used.
doi:10.22214/ijraset.2018.1457 fatcat:db2356szhnc37h2qwlgyiqmoc4