This initial version creates the dataset, kmeans clustering, and resulting graphs to analize how our users are utilizing the cluster.
This initial version creates the dataset, kmeans clustering, and resulting graphs to analize how our users are utilizing the cluster.
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@@ -9,7 +9,18 @@ Features included:
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@@ -9,7 +9,18 @@ Features included:
- User input to choose how data is normalized: 0-1, log, or no normalization
- User input to choose how data is normalized: 0-1, log, or no normalization
- User input to choose min and max x and y axes for 2D histogram graphs
- User input to choose min and max x and y axes for 2D histogram graphs
# Next Release Planned Features
# Next Release Planned Features (coming December 2020)
- data on job counts for each density spot in 2d histograms
- data on job counts for each density spot in 2d histograms
- summary statistics for each cluster in the form of the count of jobs and the count of users per cluster
- summary statistics for each cluster in the form of the count of jobs and the count of users per cluster
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# Release Notes version - 1.1 Bug Fix (12/15/2020)
Dataset for completed jobs orginally had all jobs and each of their job steps. This skewed the clustering graphs, as there were more data points than individual jobs ran. The data is now being pulled into the dataset using only allocated jobs (done with -X in the slurm2sql.slurm2sql command), which results in each row of the dataset being a different job.
# Release Notes verion - 2.0a (12/22/2020)
Added summary stats for each cluster. This includes the count for both jobs ran and users running those jobs for each of the four clusters.
- summary statistics in the form of a table showing the job and user count for each cluster
# Next Release Planned Features (will be released by 12/23/2020)
- part b of version 2.0 - data on job counts for each density spot in 2d histograms
