I need a machine learning algorithm to identify patterns in a dataset (saved in a CSV file) that contains details of the cache performance of a CPU. More specifically, the dataset contains columns like
The patterns the algorithm identifies should be helpful in the following ways.
help the user to increase the performance of the workload next time,
help to identify any problems based on the features, or
help the user to predict future data values or future events that may occur based on the patterns.
Which ML algorithms can I use?