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Nebula: Academic · Carina Nebula · NGC 3372

Parallel Bag-of-Words

Serial and MPI-parallel Bag-of-Words in C++17 with round-robin and size-balanced partitioning, containerized with Docker.

Role
Author
Period
Aug 2025 → Dec 2025
Instruments
C++17 · MPI · Docker · Bash

Course project · code not published (course policy)

Built for the Parallel Computing course at ITAM. Balancing partitions by document size beats round-robin as soon as inputs are skewed, and the measurements say by how much.