Berthold Reinwald

According to our database1, Berthold Reinwald
  • authored at least 64 papers between 1990 and 2018.
  • has a "Dijkstra number"2 of three.

Timeline

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

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


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