48 citations · 236 across the 32 of their papers we have counts for
3 papers · 1 filter
About the Influence of Workflow Topology on Task Intensity Prediction through Graph Learning
Max Otto, Haci Ismail Aslan, Joel Witzke +2
Efficient resource provisioning for large-scale workflows on cloud infrastructures is a critical performance engineering challenge. These workflows are often structured as directed…
Optimizing Memory Allocation in Distributed Clusters with Predictive Modeling
Jonathan Bader, Edgar Blumenthal, Marten Eckardt +5
In modern distributed systems, efficient resource allocation is a vital aspect to maintain scalability, reduce operational costs, and ensure fast execution even across heterogeneou…
Intelligent resource prediction for SAP HANA continuous integration build workloads
Torsten Mandel, Jonathan Bader, Hanyoung Yoo +1
Large enterprises often operate extensive Continuous Integration (CI) pipelines on large, heterogeneous compute clusters, where conservative, statically defined resource requiremen…