Alexander Isenko

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Classification Models

Autonomic Computing Systems

Top Venues

WOSC@Middleware

SIGMOD Conference

Publications

Herbert Woisetschläger, Alexander Isenko, Shiqiang Wang, Ruben Mayer, Hans-Arno Jacobsen
A Survey on Efficient Federated Learning Methods for Foundation Model Training. CoRR (2024)
Alexander Isenko, Ruben Mayer, Hans-Arno Jacobsen
How Can We Train Deep Learning Models Across Clouds and Continents? An Experimental Study. CoRR (2023)
Herbert Woisetschläger, Alexander Isenko, Ruben Mayer, Hans-Arno Jacobsen
FLEdge: Benchmarking Federated Machine Learning Applications in Edge Computing Systems. CoRR (2023)
Herbert Woisetschläger, Alexander Isenko, Shiqiang Wang, Ruben Mayer, Hans-Arno Jacobsen
Federated Fine-Tuning of LLMs on the Very Edge: The Good, the Bad, the Ugly. CoRR (2023)
Aurora González-Vidal, Alexander Isenko, K. R. Jayaram
On Serving Image Classification Models. WOSC@Middleware (2023)
Alexander Isenko, Ruben Mayer, Jeffrey Jedele, Hans-Arno Jacobsen
Where Is My Training Bottleneck? Hidden Trade-Offs in Deep Learning Preprocessing Pipelines. SIGMOD Conference (2022)
Alexander Isenko, Ruben Mayer, Jeffrey Jedele, Hans-Arno Jacobsen
Where Is My Training Bottleneck? Hidden Trade-Offs in Deep Learning Preprocessing Pipelines. CoRR (2022)