CN7031 Big Data Analytics.
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Last Updated:
05-Sep-23
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Big Data Analytics: Coursework
(1) Understanding Dataset: CSE-CIC-IDS20181
This dataset was originally created by the University of New Brunswick for analyzing DDoS data. You can find the full dataset and its description here. The dataset itself was based on logs of the university`s servers, which found various DoS attacks throughout the publicly available period to generate totally 80 attributes with 6.40GB size. We will use about 2.6GB of the data to process it with the restricted PCs to 4GB RAM. Download it from here. When writing machine learning or statistical analysis for this data, note that the Label column is arguably the most important portion of data, as it determines if the packets sent are malicious or not.