279 citations · 486 across the 26 of their papers we have counts for
4 papers · 1 filter
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…
How Industry Tackles Anomalies during Runtime: Approaches and Key Monitoring Parameters
Monika Steidl, Benedikt Dornauer, Michael Felderer +3
Deviations from expected behavior during runtime, known as anomalies, have become more common due to the systems' complexity, especially for microservices. Consequently, analyzing…
Toward Research Software Categories
Wilhelm Hasselbring, Stephan Druskat, Jan Bernoth +6
Research software has been categorized in different contexts to serve different goals. We start with a look at what research software is, before we discuss the purpose of research…
ML-Enabled Systems Model Deployment and Monitoring: Status Quo and Problems
Eduardo Zimelewicz, Marcos Kalinowski, Daniel Mendez +13
[Context] Systems incorporating Machine Learning (ML) models, often called ML-enabled systems, have become commonplace. However, empirical evidence on how ML-enabled systems are en…