Resource elasticity for large-scale machine learning
- Botong Huang
- Matthias Boehm
- et al.
- 2015
- SIGMOD 2015
Publications
17 results for Matthias Boehm
On optimizing machine learning workloads via kernel fusion
- Arash Ashari
- Shirish Tatikonda
- et al.
- 2015
- PPoPP 2015
SystemML: Declarative machine learning on Spark
- Matthias Boehm
- Michael W. Dusenberry
- et al.
- 2015
- VLDB
Large scale discriminative metric learning
- Peter D. Kirchner
- Matthias Boehm
- et al.
- 2014
- IPDPSW 2014
Hybrid parallelization strategies for large-scale machine learning in systemML
- Matthias Boehm
- Shirish Tatikonda
- et al.
- 2014
- VLDB
Compiling machine learning algorithms with systemML
- M. Boehm
- D. Burdick
- et al.
- 2013
- SoCC 2013
Data management in the MIRABEL smart grid system
- Matthias Boehm
- Lars Dannecker
- et al.
- 2012
- EDBT/ICDT-WS 2012