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cs.LG2024
On Enhancing Root Cause Analysis with SQL Summaries for Failures in Database Workload Replays at SAP HANA
Neetha Jambigi, Joshua Hammesfahr, Moritz Mueller +2
Capturing the workload of a database and replaying this workload for a new version of the database can be an effective approach for regression testing. However, false positive erro…
cs.DB2024
BIPeC: A Combined Change-Point Analyzer to Identify Performance Regressions in Large-scale Database Systems
Zhan Lyu, Thomas Bach, Yong Li +2
Performance testing in large-scale database systems like SAP HANA is a crucial yet labor-intensive task, involving extensive manual analysis of thousands of measurements, such as C…