ApeiroRA presents at ACM IMC 2025
2025-10-30
At the 25th ACM Internet Measurement Conference (IMC) 2025, Arno Uhlig presents the paper "The SAP Cloud Infrastructure Dataset: A Reality Check of Scheduling and Placement of VMs in Cloud Computing". In this paper, we analyze telemetry data from 1,800 hypervisors and 48,000 Virtual Machines (VMs), which are part of the SAP Cloud Infrastructure, covering a 30-day observation period. We make the dataset publicly available since reproducible research is at the heart of ApeiroRA. This is the first public dataset providing VM workload of a major cloud infrastructure. The dataset already informed the development of Cortex, a novel placement and scheduling solution for workloads of the entire cloud-edge continuum. We hope that the SAP Cloud Infrastructure Dataset also serves as a reference dataset to advance future research on scheduling of compute, storage, network, and GPU workloads.
ACM IMC is a highly selective venue for the presentation of cutting-edge measurement-based research in data communications. This year's conference focuses on advancing the state of the art in the collection, usage, analysis, and sharing of network measurements for the research community. Our paper contributes to reproducibility of research as well as sharing of data.
This work is the result of a research collaboration between SAP and the Chair of Distributed and Networked Systems at TU Dresden.