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