https://github.com/dimits-ts/large-scale-data

Distributed computing for data science tasks, executed on a Ubuntu server.
https://github.com/dimits-ts/large-scale-data

cassandra kafka map-reduce spark vagrant

Last synced: about 1 month ago
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Distributed computing for data science tasks, executed on a Ubuntu server.

• Host: GitHub
• URL: https://github.com/dimits-ts/large-scale-data
• Owner: dimits-ts
• Created: 2024-02-11T17:07:08.000Z (11 months ago)
• Default Branch: master
• Last Pushed: 2024-03-26T16:51:11.000Z (9 months ago)
• Last Synced: 2024-10-19T23:26:35.412Z (2 months ago)
• Topics: cassandra, kafka, map-reduce, spark, vagrant
• Language: Java
• Homepage:
• Size: 27.9 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Large Scale Data Management

This repository consists of two projects: 

* A Java [Hadoop map-reduce application](https://github.com/dimits-exe/large-scale-data/tree/master/map-reduce) which:

  - Computes the occurences of each word for a large file

  - Computes spotify song statistics for each country and month

  

* A [Hadoop SPARK-Cassandra application](https://github.com/dimits-exe/large-scale-data/tree/master/project-2) which:

   - Generates a configurable stream of test data, posting them to a Kafka cluster

   - Reads, preprocesses and combines the stream data with static data using SPARK

   - Periodically posts them to a Cassandra cluster

   - Performs queries using CQL on the Cassandra cluster