97 citations · 175 across the 7 of their papers we have counts for
9 papers
Evaluating Change Point Detection Methods for Software Performance Regression Analysis
Diego Elias Costa, Michele Tucci, Luca Traini +8
Performance issues in software systems are a critical quality issue that can erode user trust, violate service-level agreements, and ultimately affect business efficiency. Conseque…
Early Detection of Performance Regressions by Bridging Local Performance Data and Architectural Models
Lizhi Liao, Simon Eismann, Heng Li +4
During software development, developers often make numerous modifications to the software to address existing issues or implement new features. However, certain changes may inadver…
Let's Trace It: Fine-Grained Serverless Benchmarking using Synchronous and Asynchronous Orchestrated Applications
Joel Scheuner, Simon Eismann, Sacheendra Talluri +4
Making serverless computing widely applicable requires detailed performance understanding. Although contemporary benchmarking approaches exist, they report only coarse results, do…
A Case Study on the Stability of Performance Tests for Serverless Applications
Simon Eismann, Diego Elias Costa, Lizhi Liao +4
Context. While in serverless computing, application resource management and operational concerns are generally delegated to the cloud provider, ensuring that serverless application…
A Fine-grained Data Set and Analysis of Tangling in Bug Fixing Commits
Steffen Herbold, Alexander Trautsch, Benjamin Ledel +45
Context: Tangled commits are changes to software that address multiple concerns at once. For researchers interested in bugs, tangled commits mean that they actually study not only…
Sizeless: Predicting the optimal size of serverless functions
Simon Eismann, Long Bui, Johannes Grohmann +3
Serverless functions are a cloud computing paradigm where the provider takes care of resource management tasks such as resource provisioning, deployment, and auto-scaling. The only…