23 citations · 48 across the 12 of their papers we have counts for
9 papers · 1 filter
Duet instrumentation: An Agentic Approach to Improving Sensitivity in Cloud Service Benchmarking
Sebastian Koch, Nils Japke, David Bermbach
Continuous cloud service performance benchmarking is essential for detecting performance bugs early before deploying them to production. However, detecting performance regressions…
Investigating the Impact of Isolation on Synchronized Benchmarks
Nils Japke, Furat Hamdan, Diana Baumann +1
Benchmarking in cloud environments suffers from performance variability from multi-tenant resource contention. Duet benchmarking mitigates this by running two workload versions con…
Towards an Optimized Benchmarking Platform for CI/CD Pipelines
Nils Japke, Sebastian Koch, Helmut Lukasczyk +1
Performance regressions in large-scale software systems can lead to substantial resource inefficiencies, making their early detection critical. Frequent benchmarking is essential f…
Increasing Efficiency and Result Reliability of Continuous Benchmarking for FaaS Applications
Tim C. Rese, Nils Japke, Sebastian Koch +2
In a continuous deployment setting, Function-as-a-Service (FaaS) applications frequently receive updated releases, each of which can cause a performance regression. While continuou…
The Early Microbenchmark Catches the Bug -- Studying Performance Issues Using Micro- and Application Benchmarks
Nils Japke, Christoph Witzko, Martin Grambow +1
An application's performance regressions can be detected by both application or microbenchmarks. While application benchmarks stress the system under test by sending synthetic but…
Efficiently Detecting Performance Changes in FaaS Application Releases
Martin Grambow, Tim Dockenfuß, Trever Schirmer +2
The source code of Function as a Service (FaaS) applications is constantly being refined. To detect if a source code change introduces a significant performance regression, the tra…
The Night Shift: Understanding Performance Variability of Cloud Serverless Platforms
Trever Schirmer, Nils Japke, Sofia Greten +2
Function-as-a-Service is a popular cloud programming model that supports developers by abstracting away most operational concerns with automatic deployment and scaling of applicati…
Managing Data Replication and Distribution in the Fog with FReD
Tobias Pfandzelter, Nils Japke, Trever Schirmer +2
The heterogeneous, geographically distributed infrastructure of fog computing poses challenges in data replication, data distribution, and data mobility for fog applications. Fog c…
Network Emulation in Large-Scale Virtual Edge Testbeds: A Note of Caution and the Way Forward
Soeren Becker, Tobias Pfandzelter, Nils Japke +2
The growing research and industry interest in the Internet of Things and the edge computing paradigm has increased the need for cost-efficient virtual testbeds for large-scale dist…