Berthold Reinwald

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 28

Top Venues

CoRR

Proc. VLDB Endow.

EDBT

ICDE

University of Erlangen-Nuremberg, Germany (PHD)

Education History

University of Erlangen-Nuremberg, Germany

PHD

Publications

Venkata Vamsikrishna Meduri, Abdul Quamar, Chuan Lei, Xiao Qin, Berthold Reinwald
Alfa: active learning for graph neural network-based semantic schema alignment. VLDB J. 33 (4) (2024)
Xiao Qin, Nasrullah Sheikh, Chuan Lei, Berthold Reinwald, Giacomo Domeniconi
SEIGN: A Simple and Efficient Graph Neural Network for Large Dynamic Graphs. ICDE (2023)
Nasrullah Sheikh, Xiao Qin, Yaniv Gur, Berthold Reinwald
Distributed Training of Knowledge Graph Embedding Models using Ray. EDBT (2022)
Nasrullah Sheikh, Xiao Qin, Berthold Reinwald, Chuan Lei
Scaling knowledge graph embedding models for link prediction. EuroMLSys@EuroSys (2022)
Nasrullah Sheikh, Xiao Qin, Berthold Reinwald, Chuan Lei
Scaling Knowledge Graph Embedding Models. CoRR (2022)
Xiao Qin, Nasrullah Sheikh, Berthold Reinwald, Lingfei Wu
Relation-aware Graph Attention Model with Adaptive Self-adversarial Training. AAAI (2021)
Yaniv Gur, Dongsheng Yang, Frederik Stalschus, Berthold Reinwald
Adaptive Multi-Model Reinforcement Learning for Online Database Tuning. EDBT (2021)
Xiao Qin, Nasrullah Sheikh, Berthold Reinwald, Lingfei Wu
Relation-aware Graph Attention Model With Adaptive Self-adversarial Training. CoRR (2021)
Nasrullah Sheikh, Xiao Qin, Berthold Reinwald, Christoph Miksovic, Thomas Gschwind, Paolo Scotton
Knowledge Graph Embedding using Graph Convolutional Networks with Relation-Aware Attention. CoRR (2021)
Balaji Ganesan, Riddhiman Dasgupta, Akshay Parekh, Hima Patel, Berthold Reinwald
A Neural Architecture for Person Ontology population. CoRR (2020)
Qiuhao Lu, Nisansa de Silva, Dejing Dou, Thien Huu Nguyen, Prithviraj Sen, Berthold Reinwald, Yunyao Li
Exploiting Node Content for Multiview Graph Convolutional Network and Adversarial Regularization. COLING (2020)
Shivam Srivastava, Prithviraj Sen, Berthold Reinwald
Forecasting in multivariate irregularly sampled time series with missing values. CoRR (2020)
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
SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle. CIDR (2020)
Phillipp Müller, Xiao Qin, Balaji Ganesan, Nasrullah Sheikh, Berthold Reinwald
An Integrated Graph Neural Network for Supervised Non-obvious Relationship Detection in Knowledge Graphs. EDBT (2020)
Johanna Sommer, Matthias Boehm, Alexandre V. Evfimievski, Berthold Reinwald, Peter J. Haas
MNC: Structure-Exploiting Sparsity Estimation for Matrix Expressions. SIGMOD Conference (2019)
Ahmed Elgohary, Matthias Boehm, Peter J. Haas, Frederick R. Reiss, Berthold Reinwald
Compressed linear algebra for declarative large-scale machine learning. Commun. ACM 62 (5) (2019)
Qiuhao Lu, Nisansa de Silva, Sabin Kafle, Jiazhen Cao, Dejing Dou, Thien Huu Nguyen, Prithviraj Sen, Brent Hailpern, Berthold Reinwald, Yunyao Li
Learning Electronic Health Records through Hyperbolic Embedding of Medical Ontologies. BCB (2019)
Matthias Boehm, Alexandre V. Evfimievski, Berthold Reinwald
Efficient Data-Parallel Cumulative Aggregates for Large-Scale Machine Learning. BTW (2019)
Ahmed Elgohary, Matthias Boehm, Peter J. Haas, Frederick R. Reiss, Berthold Reinwald
Compressed linear algebra for large-scale machine learning. VLDB J. 27 (5) (2018)
Niketan Pansare, Michael Dusenberry, Nakul Jindal, Matthias Boehm, Berthold Reinwald, Prithviraj Sen
Deep Learning with Apache SystemML. CoRR (2018)
Matthias Boehm, Berthold Reinwald, Dylan Hutchison, Alexandre V. Evfimievski, Prithviraj Sen
On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML. CoRR (2018)
Riddhiman Dasgupta, Balaji Ganesan, Aswin Kannan, Berthold Reinwald, Arun Kumar
Fine Grained Classification of Personal Data Entities. CoRR (2018)
Matthias Boehm, Berthold Reinwald, Dylan Hutchison, Prithviraj Sen, Alexandre V. Evfimievski, Niketan Pansare
On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML. Proc. VLDB Endow. 11 (12) (2018)
Tarek Elgamal, Shangyu Luo, Matthias Boehm, Alexandre V. Evfimievski, Shirish Tatikonda, Berthold Reinwald, Prithviraj Sen
SPOOF: Sum-Product Optimization and Operator Fusion for Large-Scale Machine Learning. CIDR (2017)
Ahmed Elgohary, Matthias Boehm, Peter J. Haas, Frederick R. Reiss, Berthold Reinwald
Scaling Machine Learning via Compressed Linear Algebra. SIGMOD Rec. 46 (1) (2017)
Matthias Boehm, Michael Dusenberry, Deron Eriksson, Alexandre V. Evfimievski, Faraz Makari Manshadi, Niketan Pansare, Berthold Reinwald, Frederick Reiss, Prithviraj Sen, Arvind Surve, Shirish Tatikonda
SystemML: Declarative Machine Learning on Spark. Proc. VLDB Endow. 9 (13) (2016)
Matthias Boehm, Alexandre V. Evfimievski, Niketan Pansare, Berthold Reinwald
Declarative Machine Learning - A Classification of Basic Properties and Types. CoRR (2016)
Ahmed Elgohary, Matthias Boehm, Peter J. Haas, Frederick R. Reiss, Berthold Reinwald
Compressed Linear Algebra for Large-Scale Machine Learning. Proc. VLDB Endow. 9 (12) (2016)
Sebastian Schelter, Juan Soto, Volker Markl, Douglas Burdick, Berthold Reinwald, Alexandre V. Evfimievski
Efficient sample generation for scalable meta learning. ICDE (2015)
Nick R. Katsipoulakis, Yuanyuan Tian, Fatma Ozcan, Hamid Pirahesh, Berthold Reinwald
A Generic Solution to Integrate SQL and Analytics for Big Data. EDBT (2015)
Botong Huang, Matthias Boehm, Yuanyuan Tian, Berthold Reinwald, Shirish Tatikonda, Frederick R. Reiss
Resource Elasticity for Large-Scale Machine Learning. SIGMOD Conference (2015)
Juwei Shi, Yunjie Qiu, Umar Farooq Minhas, Limei Jiao, Chen Wang, Berthold Reinwald, Fatma Özcan
Clash of the Titans: MapReduce vs. Spark for Large Scale Data Analytics. Proc. VLDB Endow. 8 (13) (2015)
Arash Ashari, Shirish Tatikonda, Matthias Boehm, Berthold Reinwald, Keith Campbell, John Keenleyside, P. Sadayappan
On optimizing machine learning workloads via kernel fusion. PPOPP (2015)
Peter D. Kirchner, Matthias Böhm, Berthold Reinwald, Daby M. Sow, J. Michael Schmidt, Deepak S. Turaga, Alain Biem
Large Scale Discriminative Metric Learning. IPDPS Workshops (2014)
Matthias Boehm, Shirish Tatikonda, Berthold Reinwald, Prithviraj Sen, Yuanyuan Tian, Douglas Burdick, Shivakumar Vaithyanathan
Hybrid Parallelization Strategies for Large-Scale Machine Learning in SystemML. Proc. VLDB Endow. 7 (7) (2014)
Matthias Böhm, Douglas R. Burdick, Alexandre V. Evfimievski, Berthold Reinwald, Frederick R. Reiss, Prithviraj Sen, Shirish Tatikonda, Yuanyuan Tian
SystemML's Optimizer: Plan Generation for Large-Scale Machine Learning Programs. IEEE Data Eng. Bull. 37 (3) (2014)
Matthias Boehm, Douglas Burdick, Alexandre V. Evfimievski, Berthold Reinwald, Prithviraj Sen, Shirish Tatikonda, Yuanyuan Tian
Compiling machine learning algorithms with SystemML. SoCC (2013)
Petros Venetis, Yannis Sismanis, Berthold Reinwald
: a compact randomized similarity index for set-valued features. EDBT (2012)
Tao Yu, Jie Qiu, Berthold Reinwald, Lei Zhi, Qi Rong Wang, Ning Wang
Intelligent Database Placement in Cloud Environment. ICWS (2012)
Yuanyuan Tian, Shirish Tatikonda, Berthold Reinwald
Scalable and Numerically Stable Descriptive Statistics in SystemML. ICDE (2012)
Amol Ghoting, Rajasekar Krishnamurthy, Edwin P. D. Pednault, Berthold Reinwald, Vikas Sindhwani, Shirish Tatikonda, Yuanyuan Tian, Shivakumar Vaithyanathan
SystemML: Declarative machine learning on MapReduce. ICDE (2011)
Hong Cai, Berthold Reinwald, Ning Wang, Changjie Guo
SaaS Multi-Tenancy: Framework, Technology, and Case Study. Int. J. Cloud Appl. Comput. 1 (1) (2011)
Jie Zhu, Bo Gao, Zhi Hu Wang, Berthold Reinwald, Changjie Guo, Xiaoping Li, Wei Sun
A Dynamic Resource Allocation Algorithm for Database-as-a-Service. ICWS (2011)
Heasoo Hwang, Andrey Balmin, Berthold Reinwald, Erik Nijkamp
BinRank: Scaling Dynamic Authority-Based Search Using Materialized Subgraphs. IEEE Trans. Knowl. Data Eng. 22 (8) (2010)
Heasoo Hwang, Andrey Balmin, Berthold Reinwald, Erik Nijkamp
BinRank: Scaling Dynamic Authority-Based Search Using Materialized SubGraphs. ICDE (2009)
Yannis Sismanis, Ling Wang, Ariel Fuxman, Peter J. Haas, Berthold Reinwald
Resolution-Aware Query Answering for Business Intelligence. ICDE (2009)
Kevin S. Beyer, Rainer Gemulla, Peter J. Haas, Berthold Reinwald, Yannis Sismanis
Distinct-value synopses for multiset operations. Commun. ACM 52 (10) (2009)
Alexander Lang, Berthold Reinwald
Nutzung unstrukturierter Daten für Business Intelligence. Datenbank-Spektrum 8 (25) (2008)
Wensheng Wu, Berthold Reinwald, Yannis Sismanis, Rajesh Manjrekar
Discovering topical structures of databases. SIGMOD Conference (2008)
Akanksha Baid, Andrey Balmin, Heasoo Hwang, Erik Nijkamp, Jun Rao, Berthold Reinwald, Alkis Simitsis, Yannis Sismanis, Frank van Ham
DBPubs: multidimensional exploration of database publications. Proc. VLDB Endow. 1 (2) (2008)
Alkis Simitsis, Akanksha Baid, Yannis Sismanis, Berthold Reinwald
Multidimensional content eXploration. Proc. VLDB Endow. 1 (1) (2008)
Heasoo Hwang, Andrey Balmin, Hamid Pirahesh, Berthold Reinwald
Information discovery in loosely integrated data. SIGMOD Conference (2007)
Ping Wu, Yannis Sismanis, Berthold Reinwald
Towards keyword-driven analytical processing. SIGMOD Conference (2007)
Kevin S. Beyer, Peter J. Haas, Berthold Reinwald, Yannis Sismanis, Rainer Gemulla
On synopses for distinct-value estimation under multiset operations. SIGMOD Conference (2007)
Yannis Sismanis, Paul Brown, Peter J. Haas, Berthold Reinwald
GORDIAN: Efficient and Scalable Discovery of Composite Keys. VLDB (2006)
Yannis Sismanis, Berthold Reinwald, Hamid Pirahesh
Document-Centric OLAP in the Schema-Chaos World. BIRTE (2006)
Paul Brown, Peter J. Haas, Jussi Myllymaki, Hamid Pirahesh, Berthold Reinwald, Yannis Sismanis
Toward Automated Large-Scale Information Integration and Discovery. Data Management in a Connected World (2005)
Sangeeta Doraiswamy, Mehmet Altinel, Lakshmikant Shrinivas, Stewart L. Palmer, Francis N. Parr, Berthold Reinwald, C. Mohan
Reweaving the Tapestry: Integrating Database and Messaging Systems in the Wake of New Middleware Technologies. Data Management in a Connected World (2005)
Feng Tian, Berthold Reinwald, Hamid Pirahesh, Tobias Mayr, Jussi Myllymaki
Implementing a Scalable XML Publish/Subscribe System Using a Relational Database System. SIGMOD Conference (2004)
Christof Bornhövd, Mehmet Altinel, C. Mohan, Hamid Pirahesh, Berthold Reinwald
Adaptive Database Caching with DBCache. IEEE Data Eng. Bull. 27 (2) (2004)
Mehmet Altinel, Christof Bornhövd, Sailesh Krishnamurthy, C. Mohan, Hamid Pirahesh, Berthold Reinwald
Cache Tables: Paving the Way for an Adaptive Database Cache. VLDB (2003)
Christof Bornhövd, Mehmet Altinel, Sailesh Krishnamurthy, C. Mohan, Hamid Pirahesh, Berthold Reinwald
DBCache: Middle-tier Database Caching for Highly Scalable e-Business Architectures. SIGMOD Conference (2003)
Susan Malaika, Constance J. Nelin, Rong Qu, Berthold Reinwald, Daniel C. Wolfson
DB2 and Web services. IBM Syst. J. 41 (4) (2002)
John E. Funderburk, Susan Malaika, Berthold Reinwald
XML programming with SQL/XML and XQuery. IBM Syst. J. 41 (4) (2002)
Nathan G. Colossi, William Malloy, Berthold Reinwald
Relational extensions for OLAP. IBM Syst. J. 41 (4) (2002)
Jayavel Shanmugasundaram, Eugene J. Shekita, Rimon Barr, Michael J. Carey, Bruce G. Lindsay, Hamid Pirahesh, Berthold Reinwald
Efficiently publishing relational data as XML documents. VLDB J. 10 (2-3) (2001)
Jayavel Shanmugasundaram, Eugene J. Shekita, Rimon Barr, Michael J. Carey, Bruce G. Lindsay, Hamid Pirahesh, Berthold Reinwald
Efficiently Publishing Relational Data as XML Documents. VLDB (2000)
Berthold Reinwald, Hamid Pirahesh, Ganapathy Krishnamoorthy, George Lapis, Brian T. Tran, Swati Vora
Heterogeneous Query Processing through SQL Table Functions. ICDE (1999)
Berthold Reinwald, Hamid Pirahesh
SQL Open Heterogeneous Data Access. SIGMOD Conference (1998)
Michael J. Carey, Laura M. Haas, Jim Kleewein, Berthold Reinwald
Data Access Interoperability in the IBM Database Family. IEEE Data Eng. Bull. 21 (3) (1998)
Gustavo Alonso, Berthold Reinwald, C. Mohan
Distributed Data Management in Workflow Environments. RIDE (1997)
Berthold Reinwald, C. Mohan
Structured Workflow Management with Lotus Notes Release 4. COMPCON (1996)
Berthold Reinwald, Tobin J. Lehman, Hamid Pirahesh, Vibby Gottemukkala
Storing and Using Objects in a Relational Database. IBM Syst. J. 35 (2) (1996)
Thomas Kirsche, Berthold Reinwald, Hartmut Wedekind
Processing Dynamic Interactions in Cooperative Databases. HICSS (4) (1994)
Berthold Reinwald, Stefan Deßloch, Michael J. Carey, Tobin J. Lehman, Hamid Pirahesh, V. Srinivasan
Making Real Data Persistent: Initial Experiences with SMRC. POS (1994)
Berthold Reinwald, Hartmut Wedekind
Logische Grundlagen eines Triggerentwurfssystems. Informationstechnik Tech. Inform. 35 (1) (1993)
Berthold Reinwald, Hartmut Wedekind
Automation of Control and Data flow in Distributed Application Systems. DEXA (1992)
Thomas Kirsche, Horst Lührsen, Berthold Reinwald, Thomas Ruf, Hartmut Wedekind
Anforderungen, Systemdienste und Betriebsmodell für die bedingte Datenfreigabe in Datenbanksystemen. Datenbank Rundbr. 9 (1992)
Berthold Reinwald, Hartmut Wedekind
Integrierte Aktivitäten- und Datenverwaltung zur systemgestützten Kontroll- und Datenflußsteuerung. Inform. Forsch. Entwickl. 7 (2) (1992)
Stefan Jablonski, Berthold Reinwald, Thomas Ruf
Eine Fallstudie zur Datenverwaltung in CIM-Systemen. Inform. Forsch. Entwickl. 6 (2) (1991)
Stefan Jablonski, Berthold Reinwald, Thomas Ruf, Hartmut Wedekind
Event Oriented Management of Functions and Data in Distributed Systems. DMIS (1991)
Stefan Jablonski, Berthold Reinwald, Thomas Ruf
Ereignisorientierte verteilte Datenverwaltung im Fertigungsbereich. Datenbank Rundbr. 8 (1991)
Stefan Jablonski, Berthold Reinwald, Thomas Ruf, Hartmut Wedekind
Flexible and Reactive Integration of Manufacturing Systems Through Dynamic Resource Allocation. ICSI (1990)
Stefan Jablonski, Berthold Reinwald, Thomas Ruf, Hartmut Wedekind
Von Transaktionen zu Problemlösungszyklen: Erweiterte Verarbeitungsmodelle für Non-Standard-Datenbanksysteme. Entwurf und Betrieb verteilter Systeme (1990)

Berthold Reinwald.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Berthold Reinwald