Cloud Computing and Big Data

Meghana Ramidi

Project1: A Simple Map-Reduce Program

The purpose of this project is to develop a simple Map-Reduce program on Hadoop that analyzes data from Twitter.

Project2: Matrix Multiplication using Map-Reduce

The purpose of this project is to develop a Map-Reduce program on Hadoop to multiply two sparse matrices.

Project3: Graph Processing using Map-Reduce

The purpose of this project is to develop a graph analysis program using Map-Reduce.

Project4: KMeans Clustering on Spark

The purpose of this project is to develop a data analysis program using Apache Spark.

Project5: Graph Processing on Spark

The purpose of this project is to develop a graph analysis program using Apache Spark.

Project6: Graph Analysis using Pig

The purpose of this project is to develop a simple graph analysis program using Apache Pig.

Project7: Graph Analysis using Spark SQL

The purpose of this project is to develop a simple analysis program for graph analysis using Spark SQL.

Project8: Graph Partition using GraphX

The purpose of this project is to do graph partition program using Pregel on Spark GraphX.