MapReduce OS Project

Implements parallel sorting and max-value aggregation using multithreading, multiprocessing, and synchronization in Python.

Run Commands

Parallel Sorting

python mapreduce_os_project.py sort-thread --size 131072 --workers 4
python mapreduce_os_project.py sort-proc --size 131072 --workers 4

Max Value Aggregation

python mapreduce_os_project.py max-thread --size 131072 --workers 8
python mapreduce_os_project.py max-proc --size 131072 --workers 8

Synchronization Test

python mapreduce_os_project.py sync-test

Full Benchmark

python mapreduce_os_project.py bench > results.csv