- This is a parallelized implementation of the K-means clustering algorithm using Pthreads and also OpenMP in C.
- The project contains the source files, scripts to compile and run, datasets generation files, speedup computation scripts and speedup visualisation scripts (using matplotlib)
- A detailed discussion on the parallelization strategy is present in a contained report.
- The report also contains the observed performance of the project on different datasets.
- The speedup and efficiency plots obtained are in accordance with Amdahl's speedup law.
-
Notifications
You must be signed in to change notification settings - Fork 0
arneish/parallel-k-means
Folders and files
| Name | Name | Last commit message | Last commit date | |
|---|---|---|---|---|
Repository files navigation
About
A parallelised implementation of the K-means clustering algorithm using C Pthreads and separately using OpenMP specification for C
Topics
Resources
Stars
Watchers
Forks
Releases
No releases published
Packages 0
No packages published