Berthold Reinwald

87 papers A* 11A 4B 7C 1Misc 1Journal 37Unranked 23

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Alfa: active learning for graph neural network-based semantic schema alignment. VLDB J. Venkata Vamsikrishna Meduri, Abdul Quamar, Chuan Lei, Xiao Qin, Berthold Reinwald
2023	A*	`conf`	SEIGN: A Simple and Efficient Graph Neural Network for Large Dynamic Graphs. ICDE Xiao Qin, Nasrullah Sheikh, Chuan Lei, Berthold Reinwald, Giacomo Domeniconi
2022	B	`conf`	Distributed Training of Knowledge Graph Embedding Models using Ray. EDBT Nasrullah Sheikh, Xiao Qin, Yaniv Gur, Berthold Reinwald
2022	J	`jnl`	Scaling Knowledge Graph Embedding Models. CoRR Nasrullah Sheikh, Xiao Qin, Berthold Reinwald, Chuan Lei
2022	—	`conf`	Scaling knowledge graph embedding models for link prediction. EuroMLSys@EuroSys Nasrullah Sheikh, Xiao Qin, Berthold Reinwald, Chuan Lei
2021	B	`conf`	Adaptive Multi-Model Reinforcement Learning for Online Database Tuning. EDBT Yaniv Gur, Dongsheng Yang, Frederik Stalschus, Berthold Reinwald
2021	J	`jnl`	Knowledge Graph Embedding using Graph Convolutional Networks with Relation-Aware Attention. CoRR Nasrullah Sheikh, Xiao Qin, Berthold Reinwald, Christoph Miksovic, Thomas Gschwind, Paolo Scotton
2021	J	`jnl`	Relation-aware Graph Attention Model With Adaptive Self-adversarial Training. CoRR Xiao Qin, Nasrullah Sheikh, Berthold Reinwald, Lingfei Wu
2021	A*	`conf`	Relation-aware Graph Attention Model with Adaptive Self-adversarial Training. AAAI Xiao Qin, Nasrullah Sheikh, Berthold Reinwald, Lingfei Wu
2020	J	`jnl`	A Neural Architecture for Person Ontology population. CoRR Balaji Ganesan, Riddhiman Dasgupta, Akshay Parekh, Hima Patel, Berthold Reinwald
2020	—	`ed.`	AIDB@VLDB 2020, 2nd International Workshop on Applied AI for Database Systems and Applications, Held with VLDB 2020, Monday, August 31, 2020, Online Event / Tokyo, Japan AIDB@VLDB Bingsheng He, Berthold Reinwald, Yingjun Wu
2020	B	`conf`	An Integrated Graph Neural Network for Supervised Non-obvious Relationship Detection in Knowledge Graphs. EDBT Phillipp Müller, Xiao Qin, Balaji Ganesan, Nasrullah Sheikh, Berthold Reinwald
2020	B	`conf`	Exploiting Node Content for Multiview Graph Convolutional Network and Adversarial Regularization. COLING Qiuhao Lu, Nisansa de Silva, Dejing Dou, Thien Huu Nguyen, Prithviraj Sen, Berthold Reinwald, Yunyao Li
2020	J	`jnl`	Forecasting in multivariate irregularly sampled time series with missing values. CoRR Shivam Srivastava, Prithviraj Sen, Berthold Reinwald
2020	A	`conf`	SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle. CIDR 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
2019	B	`ed.`	Advances in Database Technology - 22nd International Conference on Extending Database Technology, EDBT 2019, Lisbon, Portugal, March 26-29, 2019 EDBT Melanie Herschel, Helena Galhardas, Berthold Reinwald, Irini Fundulaki, Carsten Binnig, Zoi Kaoudi
2019	J	`jnl`	Compressed linear algebra for declarative large-scale machine learning. Commun. ACM Ahmed Elgohary, Matthias Boehm, Peter J. Haas, Frederick R. Reiss, Berthold Reinwald
2019	Misc	`conf`	Efficient Data-Parallel Cumulative Aggregates for Large-Scale Machine Learning. BTW Matthias Boehm, Alexandre V. Evfimievski, Berthold Reinwald
2019	—	`conf`	Learning Electronic Health Records through Hyperbolic Embedding of Medical Ontologies. BCB Qiuhao Lu, Nisansa de Silva, Sabin Kafle, Jiazhen Cao, Dejing Dou, Thien Huu Nguyen, Prithviraj Sen, Brent Hailpern, Berthold Reinwald, Yunyao Li
2019	—	`conf`	MNC: Structure-Exploiting Sparsity Estimation for Matrix Expressions. SIGMOD Conference Johanna Sommer, Matthias Boehm, Alexandre V. Evfimievski, Berthold Reinwald, Peter J. Haas
2018	J	`jnl`	Compressed linear algebra for large-scale machine learning. VLDB J. Ahmed Elgohary, Matthias Boehm, Peter J. Haas, Frederick R. Reiss, Berthold Reinwald
2018	J	`jnl`	Deep Learning with Apache SystemML. CoRR Niketan Pansare, Michael Dusenberry, Nakul Jindal, Matthias Boehm, Berthold Reinwald, Prithviraj Sen
2018	J	`jnl`	Fine Grained Classification of Personal Data Entities. CoRR Riddhiman Dasgupta, Balaji Ganesan, Aswin Kannan, Berthold Reinwald, Arun Kumar
2018	J	`jnl`	On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML. CoRR Matthias Boehm, Berthold Reinwald, Dylan Hutchison, Alexandre V. Evfimievski, Prithviraj Sen
2018	J	`jnl`	On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML. Proc. VLDB Endow. Matthias Boehm, Berthold Reinwald, Dylan Hutchison, Prithviraj Sen, Alexandre V. Evfimievski, Niketan Pansare
2017	A	`conf`	SPOOF: Sum-Product Optimization and Operator Fusion for Large-Scale Machine Learning. CIDR Tarek Elgamal, Shangyu Luo, Matthias Boehm, Alexandre V. Evfimievski, Shirish Tatikonda, Berthold Reinwald, Prithviraj Sen
2017	J	`jnl`	Scaling Machine Learning via Compressed Linear Algebra. SIGMOD Rec. Ahmed Elgohary, Matthias Boehm, Peter J. Haas, Frederick R. Reiss, Berthold Reinwald
2016	J	`jnl`	Compressed Linear Algebra for Large-Scale Machine Learning. Proc. VLDB Endow. Ahmed Elgohary, Matthias Boehm, Peter J. Haas, Frederick R. Reiss, Berthold Reinwald
2016	J	`jnl`	Declarative Machine Learning - A Classification of Basic Properties and Types. CoRR Matthias Boehm, Alexandre V. Evfimievski, Niketan Pansare, Berthold Reinwald
2016	J	`jnl`	SystemML: Declarative Machine Learning on Spark. Proc. VLDB Endow. Matthias Boehm, Michael Dusenberry, Deron Eriksson, Alexandre V. Evfimievski, Faraz Makari Manshadi, Niketan Pansare, Berthold Reinwald, Frederick Reiss, Prithviraj Sen, Arvind Surve, Shirish Tatikonda
2015	B	`conf`	A Generic Solution to Integrate SQL and Analytics for Big Data. EDBT Nick R. Katsipoulakis, Yuanyuan Tian, Fatma Ozcan, Hamid Pirahesh, Berthold Reinwald
2015	J	`jnl`	Clash of the Titans: MapReduce vs. Spark for Large Scale Data Analytics. Proc. VLDB Endow. Juwei Shi, Yunjie Qiu, Umar Farooq Minhas, Limei Jiao, Chen Wang, Berthold Reinwald, Fatma Özcan
2015	A*	`conf`	Efficient sample generation for scalable meta learning. ICDE Sebastian Schelter, Juan Soto, Volker Markl, Douglas Burdick, Berthold Reinwald, Alexandre V. Evfimievski
2015	B	`conf`	On optimizing machine learning workloads via kernel fusion. PPoPP Arash Ashari, Shirish Tatikonda, Matthias Boehm, Berthold Reinwald, Keith Campbell, John Keenleyside, P. Sadayappan
2015	—	`conf`	Resource Elasticity for Large-Scale Machine Learning. SIGMOD Conference Botong Huang, Matthias Boehm, Yuanyuan Tian, Berthold Reinwald, Shirish Tatikonda, Frederick R. Reiss
2014	J	`jnl`	Hybrid Parallelization Strategies for Large-Scale Machine Learning in SystemML. Proc. VLDB Endow. Matthias Boehm, Shirish Tatikonda, Berthold Reinwald, Prithviraj Sen, Yuanyuan Tian, Douglas Burdick, Shivakumar Vaithyanathan
2014	—	`conf`	Large Scale Discriminative Metric Learning. IPDPS Workshops Peter D. Kirchner, Matthias Böhm, Berthold Reinwald, Daby M. Sow, J. Michael Schmidt, Deepak S. Turaga, Alain Biem
2014	J	`jnl`	SystemML's Optimizer: Plan Generation for Large-Scale Machine Learning Programs. IEEE Data Eng. Bull. Matthias Böhm, Douglas R. Burdick, Alexandre V. Evfimievski, Berthold Reinwald, Frederick R. Reiss, Prithviraj Sen, Shirish Tatikonda, Yuanyuan Tian
2013	—	`conf`	Compiling machine learning algorithms with SystemML. SoCC Matthias Boehm, Douglas Burdick, Alexandre V. Evfimievski, Berthold Reinwald, Prithviraj Sen, Shirish Tatikonda, Yuanyuan Tian
2012	A	`conf`	Intelligent Database Placement in Cloud Environment. ICWS Tao Yu, Jie Qiu, Berthold Reinwald, Lei Zhi, Qi Rong Wang, Ning Wang
2012	A*	`conf`	Scalable and Numerically Stable Descriptive Statistics in SystemML. ICDE Yuanyuan Tian, Shirish Tatikonda, Berthold Reinwald
2011	A	`conf`	A Dynamic Resource Allocation Algorithm for Database-as-a-Service. ICWS Jie Zhu, Bo Gao, Zhi Hu Wang, Berthold Reinwald, Changjie Guo, Xiaoping Li, Wei Sun
2011	J	`jnl`	SaaS Multi-Tenancy: Framework, Technology, and Case Study. Int. J. Cloud Appl. Comput. Hong Cai, Berthold Reinwald, Ning Wang, Changjie Guo
2011	A*	`conf`	SystemML: Declarative machine learning on MapReduce. ICDE Amol Ghoting, Rajasekar Krishnamurthy, Edwin P. D. Pednault, Berthold Reinwald, Vikas Sindhwani, Shirish Tatikonda, Yuanyuan Tian, Shivakumar Vaithyanathan
2010	J	`jnl`	BinRank: Scaling Dynamic Authority-Based Search Using Materialized Subgraphs. IEEE Trans. Knowl. Data Eng. Heasoo Hwang, Andrey Balmin, Berthold Reinwald, Erik Nijkamp
2009	A*	`conf`	BinRank: Scaling Dynamic Authority-Based Search Using Materialized SubGraphs. ICDE Heasoo Hwang, Andrey Balmin, Berthold Reinwald, Erik Nijkamp
2009	J	`jnl`	Distinct-value synopses for multiset operations. Commun. ACM Kevin S. Beyer, Rainer Gemulla, Peter J. Haas, Berthold Reinwald, Yannis Sismanis
2009	A*	`conf`	Resolution-Aware Query Answering for Business Intelligence. ICDE Yannis Sismanis, Ling Wang, Ariel Fuxman, Peter J. Haas, Berthold Reinwald
2008	J	`jnl`	DBPubs: multidimensional exploration of database publications. Proc. VLDB Endow. Akanksha Baid, Andrey Balmin, Heasoo Hwang, Erik Nijkamp, Jun Rao, Berthold Reinwald, Alkis Simitsis, Yannis Sismanis, Frank van Ham
2008	—	`conf`	Discovering topical structures of databases. SIGMOD Conference Wensheng Wu, Berthold Reinwald, Yannis Sismanis, Rajesh Manjrekar
2008	J	`jnl`	Multidimensional content eXploration. Proc. VLDB Endow. Alkis Simitsis, Akanksha Baid, Yannis Sismanis, Berthold Reinwald
2008	J	`jnl`	Nutzung unstrukturierter Daten für Business Intelligence. Datenbank-Spektrum Alexander Lang, Berthold Reinwald
2007	—	`conf`	Information discovery in loosely integrated data. SIGMOD Conference Heasoo Hwang, Andrey Balmin, Hamid Pirahesh, Berthold Reinwald
2007	—	`conf`	On synopses for distinct-value estimation under multiset operations. SIGMOD Conference Kevin S. Beyer, Peter J. Haas, Berthold Reinwald, Yannis Sismanis, Rainer Gemulla
2007	—	`conf`	Towards keyword-driven analytical processing. SIGMOD Conference Ping Wu, Yannis Sismanis, Berthold Reinwald
2006	—	`conf`	Document-Centric OLAP in the Schema-Chaos World. BIRTE Yannis Sismanis, Berthold Reinwald, Hamid Pirahesh
2006	A*	`conf`	GORDIAN: Efficient and Scalable Discovery of Composite Keys. VLDB Yannis Sismanis, Paul Brown, Peter J. Haas, Berthold Reinwald
2005	—	`conf`	Reweaving the Tapestry: Integrating Database and Messaging Systems in the Wake of New Middleware Technologies. Data Management in a Connected World Sangeeta Doraiswamy, Mehmet Altinel, Lakshmikant Shrinivas, Stewart L. Palmer, Francis N. Parr, Berthold Reinwald, C. Mohan
2005	—	`conf`	Toward Automated Large-Scale Information Integration and Discovery. Data Management in a Connected World Paul Brown, Peter J. Haas, Jussi Myllymaki, Hamid Pirahesh, Berthold Reinwald, Yannis Sismanis
2004	J	`jnl`	Adaptive Database Caching with DBCache. IEEE Data Eng. Bull. Christof Bornhövd, Mehmet Altinel, C. Mohan, Hamid Pirahesh, Berthold Reinwald
2004	—	`conf`	Implementing a Scalable XML Publish/Subscribe System Using a Relational Database System. SIGMOD Conference Feng Tian, Berthold Reinwald, Hamid Pirahesh, Tobias Mayr, Jussi Myllymaki
2003	A*	`conf`	Cache Tables: Paving the Way for an Adaptive Database Cache. VLDB Mehmet Altinel, Christof Bornhövd, Sailesh Krishnamurthy, C. Mohan, Hamid Pirahesh, Berthold Reinwald
2003	—	`conf`	DBCache: Middle-tier Database Caching for Highly Scalable e-Business Architectures. SIGMOD Conference Christof Bornhövd, Mehmet Altinel, Sailesh Krishnamurthy, C. Mohan, Hamid Pirahesh, Berthold Reinwald
2002	J	`jnl`	DB2 and Web services. IBM Syst. J. Susan Malaika, Constance J. Nelin, Rong Qu, Berthold Reinwald, Daniel C. Wolfson
2002	J	`jnl`	Relational extensions for OLAP. IBM Syst. J. Nathan G. Colossi, William Malloy, Berthold Reinwald
2002	J	`jnl`	XML programming with SQL/XML and XQuery. IBM Syst. J. John E. Funderburk, Susan Malaika, Berthold Reinwald
2001	J	`jnl`	Efficiently publishing relational data as XML documents. VLDB J. Jayavel Shanmugasundaram, Eugene J. Shekita, Rimon Barr, Michael J. Carey, Bruce G. Lindsay, Hamid Pirahesh, Berthold Reinwald
2000	A*	`conf`	Efficiently Publishing Relational Data as XML Documents. VLDB Jayavel Shanmugasundaram, Eugene J. Shekita, Rimon Barr, Michael J. Carey, Bruce G. Lindsay, Hamid Pirahesh, Berthold Reinwald
1999	A*	`conf`	Heterogeneous Query Processing through SQL Table Functions. ICDE Berthold Reinwald, Hamid Pirahesh, Ganapathy Krishnamoorthy, George Lapis, Brian T. Tran, Swati Vora
1998	J	`jnl`	Data Access Interoperability in the IBM Database Family. IEEE Data Eng. Bull. Michael J. Carey, Laura M. Haas, Jim Kleewein, Berthold Reinwald
1998	—	`conf`	SQL Open Heterogeneous Data Access. SIGMOD Conference Berthold Reinwald, Hamid Pirahesh
1997	—	`conf`	Distributed Data Management in Workflow Environments. RIDE Gustavo Alonso, Berthold Reinwald, C. Mohan
1996	J	`jnl`	Storing and Using Objects in a Relational Database. IBM Syst. J. Berthold Reinwald, Tobin J. Lehman, Hamid Pirahesh, Vibby Gottemukkala
1996	—	`conf`	Structured Workflow Management with Lotus Notes Release 4. COMPCON Berthold Reinwald, C. Mohan
1995	—	`book`	Workflow-Management in verteilten Systemen - Entwurf und Betrieb geregelter arbeitsteiliger Anwendungssysteme, 2. Auflage. Berthold Reinwald
1994	—	`conf`	Making Real Data Persistent: Initial Experiences with SMRC. POS Berthold Reinwald, Stefan Deßloch, Michael J. Carey, Tobin J. Lehman, Hamid Pirahesh, V. Srinivasan
1994	—	`conf`	Processing Dynamic Interactions in Cooperative Databases. HICSS (4) Thomas Kirsche, Berthold Reinwald, Hartmut Wedekind
1993	J	`jnl`	Logische Grundlagen eines Triggerentwurfssystems. Informationstechnik Tech. Inform. Berthold Reinwald, Hartmut Wedekind
1993	—	`—`	Workflow-Management in verteilten Systemen. Berthold Reinwald
1992	J	`jnl`	Anforderungen, Systemdienste und Betriebsmodell für die bedingte Datenfreigabe in Datenbanksystemen. Datenbank Rundbr. Thomas Kirsche, Horst Lührsen, Berthold Reinwald, Thomas Ruf, Hartmut Wedekind
1992	C	`conf`	Automation of Control and Data flow in Distributed Application Systems. DEXA Berthold Reinwald, Hartmut Wedekind
1992	J	`jnl`	Integrierte Aktivitäten- und Datenverwaltung zur systemgestützten Kontroll- und Datenflußsteuerung. Inform. Forsch. Entwickl. Berthold Reinwald, Hartmut Wedekind
1991	J	`jnl`	Eine Fallstudie zur Datenverwaltung in CIM-Systemen. Inform. Forsch. Entwickl. Stefan Jablonski, Berthold Reinwald, Thomas Ruf
1991	J	`jnl`	Ereignisorientierte verteilte Datenverwaltung im Fertigungsbereich. Datenbank Rundbr. Stefan Jablonski, Berthold Reinwald, Thomas Ruf
1991	—	`conf`	Event Oriented Management of Functions and Data in Distributed Systems. DMIS Stefan Jablonski, Berthold Reinwald, Thomas Ruf, Hartmut Wedekind
1990	—	`conf`	Flexible and Reactive Integration of Manufacturing Systems Through Dynamic Resource Allocation. ICSI Stefan Jablonski, Berthold Reinwald, Thomas Ruf, Hartmut Wedekind
1990	—	`conf`	Von Transaktionen zu Problemlösungszyklen: Erweiterte Verarbeitungsmodelle für Non-Standard-Datenbanksysteme. Entwurf und Betrieb verteilter Systeme Stefan Jablonski, Berthold Reinwald, Thomas Ruf, Hartmut Wedekind