Berthold Reinwald
According to our database1,
Berthold Reinwald
authored at least 66 papers
between 1990 and 2018.
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Bibliography
2018
Compressed linear algebra for large-scale machine learning.
VLDB J., 2018
On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML.
PVLDB, 2018
Deep Learning with Apache SystemML.
CoRR, 2018
On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML.
CoRR, 2018
2017
Scaling Machine Learning via Compressed Linear Algebra.
SIGMOD Record, 2017
SPOOF: Sum-Product Optimization and Operator Fusion for Large-Scale Machine Learning.
Proceedings of the CIDR 2017, 2017
2016
Compressed Linear Algebra for Large-Scale Machine Learning.
PVLDB, 2016
SystemML: Declarative Machine Learning on Spark.
PVLDB, 2016
Declarative Machine Learning - A Classification of Basic Properties and Types.
CoRR, 2016
2015
Clash of the Titans: MapReduce vs. Spark for Large Scale Data Analytics.
PVLDB, 2015
Resource Elasticity for Large-Scale Machine Learning.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015
On optimizing machine learning workloads via kernel fusion.
Proceedings of the 20th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2015
Efficient sample generation for scalable meta learning.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015
A Generic Solution to Integrate SQL and Analytics for Big Data.
Proceedings of the 18th International Conference on Extending Database Technology, 2015
2014
Hybrid Parallelization Strategies for Large-Scale Machine Learning in SystemML.
PVLDB, 2014
SystemML's Optimizer: Plan Generation for Large-Scale Machine Learning Programs.
IEEE Data Eng. Bull., 2014
Large Scale Discriminative Metric Learning.
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014
2013
Compiling machine learning algorithms with SystemML.
Proceedings of the ACM Symposium on Cloud Computing, SOCC '13, 2013
2012
Intelligent Database Placement in Cloud Environment.
Proceedings of the 2012 IEEE 19th International Conference on Web Services, 2012
Scalable and Numerically Stable Descriptive Statistics in SystemML.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012
CRSI: a compact randomized similarity index for set-valued features.
Proceedings of the 15th International Conference on Extending Database Technology, 2012
2011
SaaS Multi-Tenancy: Framework, Technology, and Case Study.
IJCAC, 2011
A Dynamic Resource Allocation Algorithm for Database-as-a-Service.
Proceedings of the IEEE International Conference on Web Services, 2011
SystemML: Declarative machine learning on MapReduce.
Proceedings of the 27th International Conference on Data Engineering, 2011
2010
BinRank: Scaling Dynamic Authority-Based Search Using Materialized Subgraphs.
IEEE Trans. Knowl. Data Eng., 2010
2009
Distinct-value synopses for multiset operations.
Commun. ACM, 2009
Resolution-Aware Query Answering for Business Intelligence.
Proceedings of the 25th International Conference on Data Engineering, 2009
BinRank: Scaling Dynamic Authority-Based Search Using Materialized SubGraphs.
Proceedings of the 25th International Conference on Data Engineering, 2009
2008
Multidimensional content eXploration.
PVLDB, 2008
DBPubs: multidimensional exploration of database publications.
PVLDB, 2008
Nutzung unstrukturierter Daten für Business Intelligence.
Datenbank-Spektrum, 2008
Discovering topical structures of databases.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008
2007
Towards keyword-driven analytical processing.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007
Information discovery in loosely integrated data.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007
On synopses for distinct-value estimation under multiset operations.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007
2006
GORDIAN: Efficient and Scalable Discovery of Composite Keys.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006
Document-Centric OLAP in the Schema-Chaos World.
Proceedings of the Business Intelligence for the Real-Time Enterprises, 2006
2005
Reweaving the Tapestry: Integrating Database and Messaging Systems in the Wake of New Middleware Technologies.
Proceedings of the Data Management in a Connected World, 2005
Toward Automated Large-Scale Information Integration and Discovery.
Proceedings of the Data Management in a Connected World, 2005
2004
Adaptive Database Caching with DBCache.
IEEE Data Eng. Bull., 2004
Implementing a Scalable XML Publish/Subscribe System Using a Relational Database System.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004
2003
Cache Tables: Paving the Way for an Adaptive Database Cache.
Proceedings of the VLDB 2003, 2003
DBCache: Middle-tier Database Caching for Highly Scalable e-Business Architectures.
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003
2002
DB2 and Web services.
IBM Systems Journal, 2002
XML programming with SQL/XML and XQuery.
IBM Systems Journal, 2002
Relational extensions for OLAP.
IBM Systems Journal, 2002
2001
Efficiently publishing relational data as XML documents.
VLDB J., 2001
2000
Efficiently Publishing Relational Data as XML Documents.
Proceedings of the VLDB 2000, 2000
1999
Heterogeneous Query Processing through SQL Table Functions.
Proceedings of the 15th International Conference on Data Engineering, 1999
1998
Data Access Interoperability in the IBM Database Family.
IEEE Data Eng. Bull., 1998
SQL Open Heterogeneous Data Access.
Proceedings of the SIGMOD 1998, 1998
1997
Distributed Data Management in Workflow Environments.
Proceedings of the 7th International Workshop on Research Issues in Data Engineering (RIDE '97) High Performance Database Management for Large-Scale Applications, 1997
1996
Storing and Using Objects in a Relational Database.
IBM Systems Journal, 1996
Structured Workflow Management with Lotus Notes Release 4.
Proceedings of the Forty-First IEEE Computer Society International Conference: Technologies for the Information Superhighway, 1996
1994
Making Real Data Persistent: Initial Experiences with SMRC.
Proceedings of the Persistent Object Systems, 1994
Processing Dynamic Interactions in Cooperative Databases.
Proceedings of the 27th Annual Hawaii International Conference on System Sciences (HICSS-27), 1994
1993
Workflow-Management in verteilten Systemen.
PhD thesis, 1993
Logische Grundlagen eines Triggerentwurfssystems.
it+ti - Informationstechnik und Technische Informatik, 1993
1992
Integrierte Aktivitäten- und Datenverwaltung zur systemgestützten Kontroll- und Datenflußsteuerung.
Inform., Forsch. Entwickl., 1992
Anforderungen, Systemdienste und Betriebsmodell für die bedingte Datenfreigabe in Datenbanksystemen.
Datenbank Rundbrief, 1992
Automation of Control and Data flow in Distributed Application Systems.
Proceedings of the International Conference on Database and Expert Systems Applications, 1992
1991
Eine Fallstudie zur Datenverwaltung in CIM-Systemen.
Inform., Forsch. Entwickl., 1991
Ereignisorientierte verteilte Datenverwaltung im Fertigungsbereich.
Datenbank Rundbrief, 1991
Event Oriented Management of Functions and Data in Distributed Systems.
Proceedings of the Dynamic Modelling of Information Systems II, 1991
1990
Flexible and Reactive Integration of Manufacturing Systems Through Dynamic Resource Allocation.
Proceedings of the First International Conference on Systems Integration, 1990
Von Transaktionen zu Problemlösungszyklen: Erweiterte Verarbeitungsmodelle für Non-Standard-Datenbanksysteme.
Proceedings of the Entwurf und Betrieb verteilter Systeme, 1990