Berthold Reinwald

According to our database, Berthold Reinwald authored at least 81 papers between 1990 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2023

SEIGN: A Simple and Efficient Graph Neural Network for Large Dynamic Graphs.

Xiao Qin, Nasrullah Sheikh, Chuan Lei, Berthold Reinwald, Giacomo Domeniconi

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

Scaling Knowledge Graph Embedding Models.

Nasrullah Sheikh, Xiao Qin, Berthold Reinwald, Chuan Lei

CoRR, 2022

Scaling knowledge graph embedding models for link prediction.

Nasrullah Sheikh, Xiao Qin, Berthold Reinwald, Chuan Lei

Proceedings of the EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5, 2022

Distributed Training of Knowledge Graph Embedding Models using Ray.

Nasrullah Sheikh, Xiao Qin, Yaniv Gur, Berthold Reinwald

Proceedings of the 25th International Conference on Extending Database Technology, 2022

2021

Knowledge Graph Embedding using Graph Convolutional Networks with Relation-Aware Attention.

Nasrullah Sheikh, Xiao Qin, Berthold Reinwald, Christoph Miksovic, Thomas Gschwind, Paolo Scotton

CoRR, 2021

Adaptive Multi-Model Reinforcement Learning for Online Database Tuning.

Yaniv Gur, Dongsheng Yang, Frederik Stalschus, Berthold Reinwald

Proceedings of the 24th International Conference on Extending Database Technology, 2021

Relation-aware Graph Attention Model with Adaptive Self-adversarial Training.

Xiao Qin, Nasrullah Sheikh, Berthold Reinwald, Lingfei Wu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Forecasting in multivariate irregularly sampled time series with missing values.

Shivam Srivastava, Prithviraj Sen, Berthold Reinwald

CoRR, 2020

A Neural Architecture for Person Ontology population.

Balaji Ganesan, Riddhiman Dasgupta, Akshay Parekh, Hima Patel, Berthold Reinwald

CoRR, 2020

An Integrated Graph Neural Network for Supervised Non-obvious Relationship Detection in Knowledge Graphs.

Phillipp Müller, Xiao Qin, Balaji Ganesan, Nasrullah Sheikh, Berthold Reinwald

Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Exploiting Node Content for Multiview Graph Convolutional Network and Adversarial Regularization.

Qiuhao Lu, Nisansa de Silva, Dejing Dou, Thien Huu Nguyen, Prithviraj Sen, Berthold Reinwald, Yunyao Li

Proceedings of the 28th International Conference on Computational Linguistics, 2020

SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle.

Matthias Boehm, Iulian Antonov, Sebastian Baunsgaard, Mark Dokter, Robert Ginthör, Kevin Innerebner, Florijan Klezin, Stefanie N. Lindstaedt, Arnab Phani, Benjamin Rath, Berthold Reinwald, Shafaq Siddiqui, Sebastian Benjamin Wrede

Proceedings of the 10th Conference on Innovative Data Systems Research, 2020

2019

Compressed linear algebra for declarative large-scale machine learning.

Ahmed Elgohary, Matthias Boehm, Peter J. Haas, Frederick R. Reiss, Berthold Reinwald

Commun. ACM, 2019

MNC: Structure-Exploiting Sparsity Estimation for Matrix Expressions.

Johanna Sommer, Matthias Boehm, Alexandre V. Evfimievski, Berthold Reinwald, Peter J. Haas

Proceedings of the 2019 International Conference on Management of Data, 2019

Efficient Data-Parallel Cumulative Aggregates for Large-Scale Machine Learning.

Matthias Boehm, Alexandre V. Evfimievski, Berthold Reinwald

Proceedings of the Datenbanksysteme für Business, 2019

Learning Electronic Health Records through Hyperbolic Embedding of Medical Ontologies.

Qiuhao Lu, Nisansa de Silva, Sabin Kafle, Jiazhen Cao, Dejing Dou, Thien Huu Nguyen, Prithviraj Sen, Brent Hailpern, Berthold Reinwald, Yunyao Li

Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

2018

On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML.

Matthias Boehm, Berthold Reinwald, Dylan Hutchison, Prithviraj Sen, Alexandre V. Evfimievski, Niketan Pansare

Proc. VLDB Endow., 2018

Fine Grained Classification of Personal Data Entities.

Riddhiman Dasgupta, Balaji Ganesan, Aswin Kannan, Berthold Reinwald, Arun Kumar

CoRR, 2018

Deep Learning with Apache SystemML.

Niketan Pansare, Michael Dusenberry, Nakul Jindal, Matthias Boehm, Berthold Reinwald, Prithviraj Sen

CoRR, 2018

On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML.

Matthias Boehm, Berthold Reinwald, Dylan Hutchison, Alexandre V. Evfimievski, Prithviraj Sen

CoRR, 2018

2017

Scaling Machine Learning via Compressed Linear Algebra.

Ahmed Elgohary, Matthias Boehm, Peter J. Haas, Frederick R. Reiss, Berthold Reinwald

SIGMOD Rec., 2017

SPOOF: Sum-Product Optimization and Operator Fusion for Large-Scale Machine Learning.

Tarek Elgamal, Shangyu Luo, Matthias Boehm, Alexandre V. Evfimievski, Shirish Tatikonda, Berthold Reinwald, Prithviraj Sen

Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

2016

Compressed Linear Algebra for Large-Scale Machine Learning.

Ahmed Elgohary, Matthias Boehm, Peter J. Haas, Frederick R. Reiss, Berthold Reinwald

Proc. VLDB Endow., 2016

SystemML: Declarative Machine Learning on Spark.

Matthias Boehm, Michael Dusenberry, Deron Eriksson, Alexandre V. Evfimievski, Faraz Makari Manshadi, Niketan Pansare, Berthold Reinwald, Frederick Reiss, Prithviraj Sen, Arvind Surve, Shirish Tatikonda

Proc. VLDB Endow., 2016

Declarative Machine Learning - A Classification of Basic Properties and Types.

Matthias Boehm, Alexandre V. Evfimievski, Niketan Pansare, Berthold Reinwald

CoRR, 2016

2015

Clash of the Titans: MapReduce vs. Spark for Large Scale Data Analytics.

Juwei Shi, Yunjie Qiu, Umar Farooq Minhas, Limei Jiao, Chen Wang, Berthold Reinwald, Fatma Özcan

Proc. VLDB Endow., 2015

Resource Elasticity for Large-Scale Machine Learning.

Botong Huang, Matthias Boehm, Yuanyuan Tian, Berthold Reinwald, Shirish Tatikonda, Frederick R. Reiss

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.

Arash Ashari, Shirish Tatikonda, Matthias Boehm, Berthold Reinwald, Keith Campbell, John Keenleyside, P. Sadayappan

Proceedings of the 20th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2015

Efficient sample generation for scalable meta learning.

Sebastian Schelter, Juan Soto, Volker Markl, Douglas Burdick, Berthold Reinwald, Alexandre V. Evfimievski

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

A Generic Solution to Integrate SQL and Analytics for Big Data.

Nick R. Katsipoulakis, Yuanyuan Tian, Fatma Ozcan, Hamid Pirahesh, Berthold Reinwald

Proceedings of the 18th International Conference on Extending Database Technology, 2015

2014

Hybrid Parallelization Strategies for Large-Scale Machine Learning in SystemML.

Matthias Boehm, Shirish Tatikonda, Berthold Reinwald, Prithviraj Sen, Yuanyuan Tian, Douglas Burdick, Shivakumar Vaithyanathan

Proc. VLDB Endow., 2014

SystemML's Optimizer: Plan Generation for Large-Scale Machine Learning Programs.

Matthias Böhm, Douglas R. Burdick, Alexandre V. Evfimievski, Berthold Reinwald, Frederick R. Reiss, Prithviraj Sen, Shirish Tatikonda, Yuanyuan Tian

IEEE Data Eng. Bull., 2014

Large Scale Discriminative Metric Learning.

Peter D. Kirchner, Matthias Böhm, Berthold Reinwald, Daby M. Sow, J. Michael Schmidt, Deepak S. Turaga, Alain Biem

Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

2013

Compiling machine learning algorithms with SystemML.

Matthias Boehm, Douglas Burdick, Alexandre V. Evfimievski, Berthold Reinwald, Prithviraj Sen, Shirish Tatikonda, Yuanyuan Tian

Proceedings of the ACM Symposium on Cloud Computing, SOCC '13, 2013

2012

Intelligent Database Placement in Cloud Environment.

Tao Yu, Jie Qiu, Berthold Reinwald, Lei Zhi, Qi Rong Wang, Ning Wang

Proceedings of the 2012 IEEE 19th International Conference on Web Services, 2012

Scalable and Numerically Stable Descriptive Statistics in SystemML.

Yuanyuan Tian, Shirish Tatikonda, Berthold Reinwald

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

<i>CRSI</i>: a compact randomized similarity index for set-valued features.

Petros Venetis, Yannis Sismanis, Berthold Reinwald

Proceedings of the 15th International Conference on Extending Database Technology, 2012

2011

SaaS Multi-Tenancy: Framework, Technology, and Case Study.

Hong Cai, Berthold Reinwald, Ning Wang, Changjie Guo

Int. J. Cloud Appl. Comput., 2011

A Dynamic Resource Allocation Algorithm for Database-as-a-Service.

Jie Zhu, Bo Gao, Zhi Hu Wang, Berthold Reinwald, Changjie Guo, Xiaoping Li, Wei Sun

Proceedings of the IEEE International Conference on Web Services, 2011

SystemML: Declarative machine learning on MapReduce.

Amol Ghoting, Rajasekar Krishnamurthy, Edwin P. D. Pednault, Berthold Reinwald, Vikas Sindhwani, Shirish Tatikonda, Yuanyuan Tian, Shivakumar Vaithyanathan

Proceedings of the 27th International Conference on Data Engineering, 2011

2010

BinRank: Scaling Dynamic Authority-Based Search Using Materialized Subgraphs.

Heasoo Hwang, Andrey Balmin, Berthold Reinwald, Erik Nijkamp

IEEE Trans. Knowl. Data Eng., 2010

2009

Distinct-value synopses for multiset operations.

Kevin S. Beyer, Rainer Gemulla, Peter J. Haas, Berthold Reinwald, Yannis Sismanis

Commun. ACM, 2009

Resolution-Aware Query Answering for Business Intelligence.

Yannis Sismanis, Ling Wang, Ariel Fuxman, Peter J. Haas, Berthold Reinwald

Proceedings of the 25th International Conference on Data Engineering, 2009

2008

Multidimensional content eXploration.

Alkis Simitsis, Akanksha Baid, Yannis Sismanis, Berthold Reinwald

Proc. VLDB Endow., 2008

DBPubs: multidimensional exploration of database publications.

Akanksha Baid, Andrey Balmin, Heasoo Hwang, Erik Nijkamp, Jun Rao, Berthold Reinwald, Alkis Simitsis, Yannis Sismanis, Frank van Ham

Proc. VLDB Endow., 2008

Nutzung unstrukturierter Daten für Business Intelligence.

Alexander Lang, Berthold Reinwald

Datenbank-Spektrum, 2008

Discovering topical structures of databases.

Wensheng Wu, Berthold Reinwald, Yannis Sismanis, Rajesh Manjrekar

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

2007

Towards keyword-driven analytical processing.

Ping Wu, Yannis Sismanis, Berthold Reinwald

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Information discovery in loosely integrated data.

Heasoo Hwang, Andrey Balmin, Hamid Pirahesh, Berthold Reinwald

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

On synopses for distinct-value estimation under multiset operations.

Kevin S. Beyer, Peter J. Haas, Berthold Reinwald, Yannis Sismanis, Rainer Gemulla

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

2006

GORDIAN: Efficient and Scalable Discovery of Composite Keys.

Yannis Sismanis, Paul Brown, Peter J. Haas, Berthold Reinwald

Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Document-Centric OLAP in the Schema-Chaos World.

Yannis Sismanis, Berthold Reinwald, Hamid Pirahesh

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.

Sangeeta Doraiswamy, Mehmet Altinel, Lakshmikant Shrinivas, Stewart L. Palmer, Francis N. Parr, Berthold Reinwald, C. Mohan

Proceedings of the Data Management in a Connected World, 2005

Toward Automated Large-Scale Information Integration and Discovery.

Paul Brown, Peter J. Haas, Jussi Myllymaki, Hamid Pirahesh, Berthold Reinwald, Yannis Sismanis

Proceedings of the Data Management in a Connected World, 2005

2004

Adaptive Database Caching with DBCache.

Christof Bornhövd, Mehmet Altinel, C. Mohan, Hamid Pirahesh, Berthold Reinwald

IEEE Data Eng. Bull., 2004

Implementing a Scalable XML Publish/Subscribe System Using a Relational Database System.

Feng Tian, Berthold Reinwald, Hamid Pirahesh, Tobias Mayr, Jussi Myllymaki

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

2003

Cache Tables: Paving the Way for an Adaptive Database Cache.

Mehmet Altinel, Christof Bornhövd, Sailesh Krishnamurthy, C. Mohan, Hamid Pirahesh, Berthold Reinwald

Proceedings of 29th International Conference on Very Large Data Bases, 2003

DBCache: Middle-tier Database Caching for Highly Scalable e-Business Architectures.

Christof Bornhövd, Mehmet Altinel, Sailesh Krishnamurthy, C. Mohan, Hamid Pirahesh, Berthold Reinwald

Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

2002

DB2 and Web services.

Susan Malaika, Constance J. Nelin, Rong Qu, Berthold Reinwald, Daniel C. Wolfson

IBM Syst. J., 2002

XML programming with SQL/XML and XQuery.

John E. Funderburk, Susan Malaika, Berthold Reinwald

IBM Syst. J., 2002

Relational extensions for OLAP.

Nathan G. Colossi, William Malloy, Berthold Reinwald

IBM Syst. J., 2002

2001

Efficiently publishing relational data as XML documents.

Jayavel Shanmugasundaram, Eugene J. Shekita, Rimon Barr, Michael J. Carey, Bruce G. Lindsay, Hamid Pirahesh, Berthold Reinwald

VLDB J., 2001

1999

Heterogeneous Query Processing through SQL Table Functions.

Berthold Reinwald, Hamid Pirahesh, Ganapathy Krishnamoorthy, George Lapis, Brian T. Tran, Swati Vora

Proceedings of the 15th International Conference on Data Engineering, 1999

1998

Data Access Interoperability in the IBM Database Family.

Michael J. Carey, Laura M. Haas, Jim Kleewein, Berthold Reinwald

IEEE Data Eng. Bull., 1998

SQL Open Heterogeneous Data Access.

Berthold Reinwald, Hamid Pirahesh

Proceedings of the SIGMOD 1998, 1998

1997

Distributed Data Management in Workflow Environments.

Gustavo Alonso, Berthold Reinwald, C. Mohan

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.

Berthold Reinwald, Tobin J. Lehman, Hamid Pirahesh, Vibby Gottemukkala

IBM Syst. J., 1996

Structured Workflow Management with Lotus Notes Release 4.

Berthold Reinwald, C. Mohan

Proceedings of the Forty-First IEEE Computer Society International Conference: Technologies for the Information Superhighway, 1996

1995

Workflow-Management in verteilten Systemen - Entwurf und Betrieb geregelter arbeitsteiliger Anwendungssysteme, 2. Auflage.

Berthold Reinwald

Teubner-Texte zur Informatik 7, Teubner, ISBN: 978-3-8154-2061-4, 1995

1994

Making Real Data Persistent: Initial Experiences with SMRC.

Berthold Reinwald, Stefan Deßloch, Michael J. Carey, Tobin J. Lehman, Hamid Pirahesh, V. Srinivasan

Proceedings of the Persistent Object Systems, 1994

Processing Dynamic Interactions in Cooperative Databases.

Thomas Kirsche, Berthold Reinwald, Hartmut Wedekind

Proceedings of the 27th Annual Hawaii International Conference on System Sciences (HICSS-27), 1994

1993

Workflow-Management in verteilten Systemen.

Berthold Reinwald

PhD thesis, 1993

Logische Grundlagen eines Triggerentwurfssystems.

Berthold Reinwald, Hartmut Wedekind

Informationstechnik Tech. Inform., 1993

1992

Integrierte Aktivitäten- und Datenverwaltung zur systemgestützten Kontroll- und Datenflußsteuerung.

Berthold Reinwald, Hartmut Wedekind

Inform. Forsch. Entwickl., 1992

Anforderungen, Systemdienste und Betriebsmodell für die bedingte Datenfreigabe in Datenbanksystemen.

Thomas Kirsche, Horst Lührsen, Berthold Reinwald, Thomas Ruf, Hartmut Wedekind

Datenbank Rundbr., 1992

Automation of Control and Data flow in Distributed Application Systems.

Berthold Reinwald, Hartmut Wedekind

Proceedings of the International Conference on Database and Expert Systems Applications, 1992

1991

Eine Fallstudie zur Datenverwaltung in CIM-Systemen.

Stefan Jablonski, Berthold Reinwald, Thomas Ruf

Inform. Forsch. Entwickl., 1991

Ereignisorientierte verteilte Datenverwaltung im Fertigungsbereich.

Stefan Jablonski, Berthold Reinwald, Thomas Ruf

Datenbank Rundbr., 1991

Event Oriented Management of Functions and Data in Distributed Systems.

Stefan Jablonski, Berthold Reinwald, Thomas Ruf, Hartmut Wedekind

Proceedings of the Dynamic Modelling of Information Systems II, 1991

1990

Flexible and Reactive Integration of Manufacturing Systems Through Dynamic Resource Allocation.

Stefan Jablonski, Berthold Reinwald, Thomas Ruf, Hartmut Wedekind

Proceedings of the First International Conference on Systems Integration, 1990

Von Transaktionen zu Problemlösungszyklen: Erweiterte Verarbeitungsmodelle für Non-Standard-Datenbanksysteme.

Stefan Jablonski, Berthold Reinwald, Thomas Ruf, Hartmut Wedekind

Proceedings of the Entwurf und Betrieb verteilter Systeme, 1990