Philipp Raith

Architectural Vision for Quantum Computing in the Edge-Cloud Continuum

2023

Quantum processing units (QPUs) are currently exclusively available from cloud vendors. However, with recent advancements, hosting QPUs will soon be possible everywhere. Existing work has yet to draw from research in edge computing to explore …

Fine-grained accelerator partitioning for Machine Learning and Scientific Computing in Function as a Service Platform

2023

Function-as-a-service (FaaS) is a promising execution environment for high-performance computing (HPC) and machine learning (ML) applications as it offers developers a simple way to write and deploy programs. Nowadays, GPUs and other accelerators are indispensable …