As part of the ScaleBugs my proposal under the mentorship of Cindy Rubio González and Haryadi S. Gunawi aims to build a dataset of reproducible scalability bugs by analyzing bug reports from popular distributed systems like Cassandra, HDFS, Ignite, and Kafka.