https://github.com/sandeepkundalwal/network-load-analysis-using-apache-spark

[CS561: MapReduce & BigData] Streaming Service using Apache Spark
https://github.com/sandeepkundalwal/network-load-analysis-using-apache-spark

big-data css html java javascript mapreduce spark

Last synced: 13 days ago
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[CS561: MapReduce & BigData] Streaming Service using Apache Spark

• Host: GitHub
• URL: https://github.com/sandeepkundalwal/network-load-analysis-using-apache-spark
• Owner: SandeepKundalwal
• Created: 2023-09-05T09:27:05.000Z (over 1 year ago)
• Default Branch: master
• Last Pushed: 2024-03-28T04:35:33.000Z (11 months ago)
• Last Synced: 2024-12-07T00:40:52.696Z (2 months ago)
• Topics: big-data, css, html, java, javascript, mapreduce, spark
• Language: Java
• Homepage:
• Size: 50.8 KB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# [CS561: MapReduce & BigData] Network Load Analysis Using Apache Spark

Implemented a Network Monitoring System accessing live streaming data of the all the users currenly using IIT Mandi's network using Apache Spark. The main focus was to understand the pattern in traffic with respect to time, so that better traffic control schemes can be used to tackle high traffic during peak time.

## Architecture:

![image](https://github.com/SandeepKundalwal/Network-Load-Analysis-Using-Apache-Spark/assets/61798659/24e3fa4c-6f0a-4cfd-9faa-de0d8fc8fa2f)

## Time vs Load Graph:

![image](https://github.com/SandeepKundalwal/Network-Load-Analysis-Using-Apache-Spark/assets/61798659/f4f5622d-4d33-4811-aa87-9a89183d554b)