Marcel Wagenländer

According to our database, Marcel Wagenländer authored at least 5 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Recommendations for Baselines and Benchmarking Approximate Gaussian Processes.

Sebastian W. Ober, Artem Artemev, Marcel Wagenländer, Rudolfs Grobins, Mark van der Wilk

CoRR, 2024

Tenplex: Dynamic Parallelism for Deep Learning using Parallelizable Tensor Collections.

Marcel Wagenländer, Guo Li, Bo Zhao, Luo Mai, Peter R. Pietzuch

Proceedings of the ACM SIGOPS 30th Symposium on Operating Systems Principles, 2024

2023

TENPLEX: Changing Resources of Deep Learning Jobs using Parallelizable Tensor Collections.

Marcel Wagenländer, Guo Li, Bo Zhao, Luo Mai, Peter R. Pietzuch

CoRR, 2023

2020

KungFu: Making Training in Distributed Machine Learning Adaptive.

Luo Mai, Guo Li, Marcel Wagenländer, Konstantinos Fertakis, Andrei-Octavian Brabete, Peter R. Pietzuch

Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

Spotnik: Designing Distributed Machine Learning for Transient Cloud Resources.

Marcel Wagenländer, Luo Mai, Guo Li, Peter R. Pietzuch

Proceedings of the 12th USENIX Workshop on Hot Topics in Cloud Computing, 2020