Big Data Modeling, MapReduce, Spark, PySpark @ Santa Clara University

big-data apache-spark algorithms glossary data-transformation pyspark data-engineering partitioning-algorithms monoid data-analysis mapreduce spark-dataframes data-algorithms data-partition mapreduce-algorithm santa-clara-university spark-rdd mapreduce-python pyspark-algorithms-book ai-llm

• Updated Nov 12, 2026
• HTML

❄Implement the common subgraph isomorphism algorithms (i.e. Ullmann, VF2) based on MapReduce on Hadoop

subgraph-count isomorphism mapreduce subgraph-isomorphism mapreduce-algorithm ullmann vf2 ullmann-algorithm vf2-algorithm

• Updated Jul 1, 2022
• Java

HAPOD - Hierarchical Approximate Proper Orthogonal Decomposition

data-science hpc data-driven data-reduction datascience high-performance-computing pca pod mapreduce unsupervised-learning svd model-reduction model-order-reduction dimension-reduction proper-orthogonal-decomposition mapreduce-algorithm distributed-memory limited-memory

• Updated Aug 23, 2021
• MATLAB

Map Reduce implementation using golang

golang distributed-systems mapreduce-algorithm

• Updated May 17, 2020
• Go

Naive Implementation of Machine Learning Algorithms in distributed frameworks MapReduce and Spark

spark hadoop pyspark mapreduce kmeans knn kmeans-clustering hadoop-mapreduce kmeans-algorithm knn-classification mapreduce-java knn-classifier kmeans-clustering-algorithm bisecting-kmeans mapreduce-algorithm bisecting-kmeans-clustering

• Updated Nov 15, 2019
• Scilab

A MapReduce framework implemented from scratch to perform K-mean clustering

distributed-systems consensus mapreduce consensus-algorithm mapreduce-algorithm mapreduce-python

• Updated Jun 14, 2024
• Python

A full-stack Search Engine built for a Big Data course project. It scrapes over 200K articles, stores them in HDFS, and builds an inverted index using MapReduce. Designed to demonstrate scalable data processing, distributed storage, and basic information retrieval over large datasets.

typescript database pagerank hdfs inverted-index entityframework webscraping tailwindcss mapreduce-algorithm

• Updated May 10, 2025
• Python

Word co-occurrence and Matrix Multiplication using MapReduce

big-data matrix-multiplication mapreduce hadoop-mapreduce big-data-analytics mapreduce-java mapreduce-algorithm word-cooccurrence

• Updated May 19, 2021
• Java

Lightweight and extensible library to execute MapReduce-like jobs in Python

python map command multiprocessing parallel-computing python3 reduce mapreduce builder-pattern mapreduce-jobs joshua-bloch multiprocess mapreduce-algorithm mapreduce-python

• Updated Jan 2, 2025
• Python

Designing and implementing MapReduce algorithms for a variety of common data processing tasks

python mapreduce-algorithm

• Updated Jul 24, 2014
• Python

Mapreduce Presentation

big-data mapreduce mapreduce-algorithm mapreduce-python

• Updated Sep 26, 2022

This project implements a custom MapReduce-based query execution engine and compares its performance with a traditional relational database (SQL Server).

python sql-server pandas-dataframe pandas data-analysis mapreduce-algorithm streamlit

• Updated Apr 27, 2026
• Jupyter Notebook

K-means clustering algorithm using MapReduce.

distributed-systems protocol-buffers grpc map-reduce mapreduce kmeans k-means protobuf3 kmeans-clustering kmeans-algorithm k-means-implementation-in-python k-means-clustering kmeans-clustering-algorithm grpc-python mapreduce-algorithm mapreduce-python protobuf-python k-means-implementation k-means-algorithm remote-communication

• Updated Nov 30, 2024
• Python

Parallel mapreduce for Julia

julia distributed-computing mapreduce-algorithm

• Updated Jul 8, 2020
• Julia

Counts the word occurrences in a file

map-reduce mapreduce word-count word-counter word-counting mapreduce-algorithm mapreduce-c

• Updated Sep 25, 2018
• C++

MapReduce POC Implementation

mapreduce mapreduce-algorithm from-scratch-implementation

• Updated Jan 1, 2025
• Python

Text analysis: find a pattern in the text by using MapReduce algorithm and thread tools in C#

regex threads textanalysis mapreduce-algorithm regula

• Updated Sep 27, 2022
• C#

Design and implementation of different MapReduce jobs used to analyze a dataset on Covid-19 disease created by Our World In Data

java yarn hadoop java-8 mapreduce hadoop-filesystem hadoop-mapreduce mapreduce-jobs mapreduce-java hadoop-hdfs hadoop-yarn mapreduce-algorithm covid-19 ourworldindata mapreduce-applications

• Updated Jun 26, 2023
• Java

MIT Distributed System Lab 1

mapreduce-algorithm

• Updated Jul 12, 2023
• Go

Cross Correlation Algorithm.

java hadoop mapreduce hadoop-mapreduce mapreduce-java mapreduce-algorithm

• Updated May 21, 2022
• Java