A mixture modeling approach for clustering log files with coreset and user feedback

•Clustering log data is fundamental for providing insights into many critical areas.•Feedback such as labels and pairwise constraints can improve log clustering quality.•A principled way to summarize the data can be used to deal with a high volume of data.