Travelled to:
1 × Australia
1 × Italy
1 × Spain
2 × Portugal
2 × USA
Collaborated with:
W.Lehner D.Habich U.Wloka S.Tatikonda B.Reinwald C.Fetzer Y.Tian S.Preissler B.Huang F.R.Reiss A.Ashari K.Campbell J.Keenleyside P.Sadayappan P.Sen D.Burdick S.Vaithyanathan
Talks about:
process (6) integr (5) optim (5) messag (3) machin (3) learn (3) workload (2) horizont (2) partit (2) scale (2)
Person: Matthias Böhm
DBLP: B=ouml=hm:Matthias
Contributed to:
Wrote 11 papers:
- PPoPP-2015-AshariTBRCKS #kernel #machine learning #on the #optimisation
- On optimizing machine learning workloads via kernel fusion (AA, ST, MB, BR, KC, JK, PS), pp. 173–182.
- SIGMOD-2015-HuangBTRTR #machine learning #scalability
- Resource Elasticity for Large-Scale Machine Learning (BH, MB, YT, BR, ST, FRR), pp. 137–152.
- VLDB-2014-BoehmTRSTBV #hybrid #machine learning #parallel #scalability
- Hybrid Parallelization Strategies for Large-Scale Machine Learning in SystemML (MB, ST, BR, PS, YT, DB, SV), pp. 553–564.
- VLDB-2011-BohmLF #data transformation
- Resiliency-Aware Data Management (MB, WL, CF), pp. 1462–1465.
- ICEIS-DISI-2010-BohmHL #clustering #multi #optimisation #queue
- Multi-process Optimization Via Horizontal Message Queue Partitioning (MB, DH, WL), pp. 5–14.
- ICEIS-J-2010-BohmHL10a #clustering #multi #optimisation #queue
- Multi-flow Optimization via Horizontal Message Queue Partitioning (MB, DH, WL), pp. 31–47.
- ICEIS-J-2009-BohmHLW #deployment #integration #process
- Invisible Deployment of Integration Processes (MB, DH, WL, UW), pp. 53–65.
- ICEIS-J-2009-BohmHPLW #integration #process
- Vectorizing Instance-Based Integration Processes (MB, DH, SP, WL, UW), pp. 40–52.
- CIKM-2008-BohmWHL #integration #optimisation #process
- Workload-based optimization of integration processes (MB, UW, DH, WL), pp. 1479–1480.
- ICEIS-DISI-2008-BohmWHL #generative #integration #modelling #optimisation #process
- Model-Driven Generation and Optimization of Complex Integration Processes (MB, UW, DH, WL), pp. 131–136.
- ICEIS-DISI-2008-BohmWHL08a #integration #process
- Message Indexing for Document-Oriented Integration Processes (MB, UW, DH, WL), pp. 137–142.