48 citations · 465 across the 73 of their papers we have counts for
82 papers
Tremulant: Latency in Serverless Platforms beyond the 99th Percentile
Linus Gustafsson, Trever Schirmer, David Bermbach
Function-as-a-Service (FaaS) increases developer productivity by removing operational concerns such as managing hardware and software runtimes. Because function instances are start…
6G NeXt - Towards 6G Split Computing Network Applications: Use Cases and Architecture
Sergiy Melnyk, Qiuheng Zhou, Hans D. Schotten +17
The definition of the sixth generation mobile communication is in the full swing. Mobile communication aims for the convergence of physical, human and digital world. Research proje…
Large-scale workflow placement in serverless computing using integer nonlinear programming
Joshua Adamek, Natalie Carl, Trever Schirmer +3
Serverless edge computing has become a powerful cloud framework that enables the execution of large workflows without the need for the user to manage the underlying servers and edg…
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…
FLAM: Evaluating Model Performance with Aggregatable Measures in Federated Learning
Fabian Stricker, Jose A. Peregrina, David Bermbach +1
Performance evaluation is essential for assessing the quality of machine learning (ML) models and guiding deployment decisions. In federated learning (FL), assessing the performanc…
GeoBenchr: An Application-Centric Benchmarking Suite for Spatiotemporal Database Platforms
Tim C. Rese, Nils Japke, Diana Baumann +2
The rapid growth of spatiotemporal data volumes needs to be handled by database systems capable of efficiently managing and querying such data. Existing systems such as PostGIS, Sp…