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ORCIDBerthold Reinwald
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2020 – today
- 2024
[j28]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): 981-1011 (2024)- 2023
- [c47]Xiao Qin, Nasrullah Sheikh, Chuan Lei, Berthold Reinwald, Giacomo Domeniconi:
SEIGN: A Simple and Efficient Graph Neural Network for Large Dynamic Graphs. ICDE 2023: 2850-2863 - 2022
- [c46]Nasrullah Sheikh, Xiao Qin, Yaniv Gur, Berthold Reinwald:
Distributed Training of Knowledge Graph Embedding Models using Ray. EDBT 2022: 2:549-2:553 - [c45]Nasrullah Sheikh, Xiao Qin, Berthold Reinwald, Chuan Lei:
Scaling knowledge graph embedding models for link prediction. EuroMLSys@EuroSys 2022: 87-94 - [i9]Nasrullah Sheikh, Xiao Qin, Berthold Reinwald, Chuan Lei:
Scaling Knowledge Graph Embedding Models. CoRR abs/2201.02791 (2022) - 2021
- [c44]Xiao Qin, Nasrullah Sheikh, Berthold Reinwald, Lingfei Wu:
Relation-aware Graph Attention Model with Adaptive Self-adversarial Training. AAAI 2021: 9368-9376 - [c43]Yaniv Gur, Dongsheng Yang, Frederik Stalschus, Berthold Reinwald:
Adaptive Multi-Model Reinforcement Learning for Online Database Tuning. EDBT 2021: 439-444 - [i8]Xiao Qin, Nasrullah Sheikh, Berthold Reinwald, Lingfei Wu:
Relation-aware Graph Attention Model With Adaptive Self-adversarial Training. CoRR abs/2102.07186 (2021) - [i7]Nasrullah Sheikh, Xiao Qin, Berthold Reinwald, Christoph Miksovic, Thomas Gschwind, Paolo Scotton:
Knowledge Graph Embedding using Graph Convolutional Networks with Relation-Aware Attention. CoRR abs/2102.07200 (2021) - 2020
- [c42]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 - [c41]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: 545-555 - [c40]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: 379-382 - [e2]Bingsheng He, Berthold Reinwald, Yingjun Wu:
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. 2020 [contents] - [i6]Balaji Ganesan, Riddhiman Dasgupta, Akshay Parekh, Hima Patel, Berthold Reinwald:
A Neural Architecture for Person Ontology population. CoRR abs/2001.08013 (2020) - [i5]Shivam Srivastava, Prithviraj Sen, Berthold Reinwald:
Forecasting in multivariate irregularly sampled time series with missing values. CoRR abs/2004.03398 (2020)
2010 – 2019
- 2019
- [j27]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): 83-91 (2019) - [c39]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: 338-346 - [c38]Matthias Boehm, Alexandre V. Evfimievski, Berthold Reinwald:
Efficient Data-Parallel Cumulative Aggregates for Large-Scale Machine Learning. BTW 2019: 267-286 - [c37]Johanna Sommer, Matthias Boehm, Alexandre V. Evfimievski, Berthold Reinwald, Peter J. Haas:
MNC: Structure-Exploiting Sparsity Estimation for Matrix Expressions. SIGMOD Conference 2019: 1607-1623 - [e1]Melanie Herschel, Helena Galhardas, Berthold Reinwald, Irini Fundulaki, Carsten Binnig, Zoi Kaoudi:
Advances in Database Technology - 22nd International Conference on Extending Database Technology, EDBT 2019, Lisbon, Portugal, March 26-29, 2019. OpenProceedings.org 2019, ISBN 978-3-89318-081-3 [contents] - 2018
- [j26]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): 1755-1768 (2018) - [j25]Ahmed Elgohary, Matthias Boehm, Peter J. Haas, Frederick R. Reiss, Berthold Reinwald:
Compressed linear algebra for large-scale machine learning. VLDB J. 27(5): 719-744 (2018) - [i4]Matthias Boehm, Berthold Reinwald, Dylan Hutchison, Alexandre V. Evfimievski, Prithviraj Sen:
On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML. CoRR abs/1801.00829 (2018) - [i3]Niketan Pansare, Michael Dusenberry, Nakul Jindal, Matthias Boehm, Berthold Reinwald, Prithviraj Sen:
Deep Learning with Apache SystemML. CoRR abs/1802.04647 (2018) - [i2]Riddhiman Dasgupta, Balaji Ganesan, Aswin Kannan, Berthold Reinwald, Arun Kumar:
Fine Grained Classification of Personal Data Entities. CoRR abs/1811.09368 (2018) - 2017
- [j24]Ahmed Elgohary, Matthias Boehm, Peter J. Haas, Frederick R. Reiss, Berthold Reinwald:
Scaling Machine Learning via Compressed Linear Algebra. SIGMOD Rec. 46(1): 42-49 (2017) - [c36]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 - 2016
- [j23]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): 960-971 (2016) - [j22]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): 1425-1436 (2016) - [i1]Matthias Boehm, Alexandre V. Evfimievski, Niketan Pansare, Berthold Reinwald:
Declarative Machine Learning - A Classification of Basic Properties and Types. CoRR abs/1605.05826 (2016) - 2015
- [j21]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): 2110-2121 (2015) - [c35]Nick R. Katsipoulakis, Yuanyuan Tian, Fatma Ozcan, Hamid Pirahesh, Berthold Reinwald:
A Generic Solution to Integrate SQL and Analytics for Big Data. EDBT 2015: 671-676 - [c34]Sebastian Schelter, Juan Soto, Volker Markl, Douglas Burdick, Berthold Reinwald, Alexandre V. Evfimievski:
Efficient sample generation for scalable meta learning. ICDE 2015: 1191-1202 - [c33]Arash Ashari, Shirish Tatikonda, Matthias Boehm, Berthold Reinwald, Keith Campbell, John Keenleyside, P. Sadayappan:
On optimizing machine learning workloads via kernel fusion. PPoPP 2015: 173-182 - [c32]Botong Huang, Matthias Boehm, Yuanyuan Tian, Berthold Reinwald, Shirish Tatikonda, Frederick R. Reiss:
Resource Elasticity for Large-Scale Machine Learning. SIGMOD Conference 2015: 137-152 - 2014
- [j20]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): 52-62 (2014) - [j19]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): 553-564 (2014) - [c31]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: 1656-1663 - 2013
- [c30]Matthias Boehm, Douglas Burdick, Alexandre V. Evfimievski, Berthold Reinwald, Prithviraj Sen, Shirish Tatikonda, Yuanyuan Tian:
Compiling machine learning algorithms with SystemML. SoCC 2013: 57:1 - 2012
- [c29]Petros Venetis, Yannis Sismanis, Berthold Reinwald:
CRSI: a compact randomized similarity index for set-valued features. EDBT 2012: 384-395 - [c28]Yuanyuan Tian, Shirish Tatikonda, Berthold Reinwald:
Scalable and Numerically Stable Descriptive Statistics in SystemML. ICDE 2012: 1351-1359 - [c27]Tao Yu, Jie Qiu, Berthold Reinwald, Lei Zhi, Qi Rong Wang, Ning Wang:
Intelligent Database Placement in Cloud Environment. ICWS 2012: 544-551 - 2011
- [j18]Hong Cai, Berthold Reinwald, Ning Wang, Changjie Guo:
SaaS Multi-Tenancy: Framework, Technology, and Case Study. Int. J. Cloud Appl. Comput. 1(1): 62-77 (2011) - [c26]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: 231-242 - [c25]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: 564-571 - 2010
- [j17]Heasoo Hwang, Andrey Balmin, Berthold Reinwald, Erik Nijkamp:
BinRank: Scaling Dynamic Authority-Based Search Using Materialized Subgraphs. IEEE Trans. Knowl. Data Eng. 22(8): 1176-1190 (2010)
2000 – 2009
- 2009
- [j16]Kevin S. Beyer, Rainer Gemulla, Peter J. Haas, Berthold Reinwald, Yannis Sismanis:
Distinct-value synopses for multiset operations. Commun. ACM 52(10): 87-95 (2009) - [c24]Heasoo Hwang, Andrey Balmin, Berthold Reinwald, Erik Nijkamp:
BinRank: Scaling Dynamic Authority-Based Search Using Materialized SubGraphs. ICDE 2009: 66-77 - [c23]Yannis Sismanis, Ling Wang, Ariel Fuxman, Peter J. Haas, Berthold Reinwald:
Resolution-Aware Query Answering for Business Intelligence. ICDE 2009: 976-987 - 2008
- [j15]Alexander Lang, Berthold Reinwald:
Nutzung unstrukturierter Daten für Business Intelligence. Datenbank-Spektrum 8(25): 12-22 (2008) - [j14]Alkis Simitsis, Akanksha Baid, Yannis Sismanis, Berthold Reinwald:
Multidimensional content eXploration. Proc. VLDB Endow. 1(1): 660-671 (2008) - [j13]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): 1456-1459 (2008) - [c22]Wensheng Wu, Berthold Reinwald, Yannis Sismanis, Rajesh Manjrekar:
Discovering topical structures of databases. SIGMOD Conference 2008: 1019-1030 - 2007
- [c21]Kevin S. Beyer, Peter J. Haas, Berthold Reinwald, Yannis Sismanis, Rainer Gemulla:
On synopses for distinct-value estimation under multiset operations. SIGMOD Conference 2007: 199-210 - [c20]Ping Wu, Yannis Sismanis, Berthold Reinwald:
Towards keyword-driven analytical processing. SIGMOD Conference 2007: 617-628 - [c19]Heasoo Hwang, Andrey Balmin, Hamid Pirahesh, Berthold Reinwald:
Information discovery in loosely integrated data. SIGMOD Conference 2007: 1147-1149 - 2006
- [c18]Yannis Sismanis, Berthold Reinwald, Hamid Pirahesh:
Document-Centric OLAP in the Schema-Chaos World. BIRTE 2006: 77-91 - [c17]Yannis Sismanis, Paul Brown, Peter J. Haas, Berthold Reinwald:
GORDIAN: Efficient and Scalable Discovery of Composite Keys. VLDB 2006: 691-702 - 2005
- [c16]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: 91-110 - [c15]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: 161-180 - 2004
- [j12]Christof Bornhövd, Mehmet Altinel, C. Mohan, Hamid Pirahesh, Berthold Reinwald:
Adaptive Database Caching with DBCache. IEEE Data Eng. Bull. 27(2): 11-18 (2004) - [c14]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: 479-490 - 2003
- [c13]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: 662 - [c12]Mehmet Altinel, Christof Bornhövd, Sailesh Krishnamurthy, C. Mohan, Hamid Pirahesh, Berthold Reinwald:
Cache Tables: Paving the Way for an Adaptive Database Cache. VLDB 2003: 718-729 - 2002
- [j11]John E. Funderburk, Susan Malaika, Berthold Reinwald:
XML programming with SQL/XML and XQuery. IBM Syst. J. 41(4): 642-665 (2002) - [j10]Susan Malaika, Constance J. Nelin, Rong Qu, Berthold Reinwald, Daniel C. Wolfson:
DB2 and Web services. IBM Syst. J. 41(4): 666-685 (2002) - [j9]Nathan G. Colossi, William Malloy, Berthold Reinwald:
Relational extensions for OLAP. IBM Syst. J. 41(4): 714-731 (2002) - 2001
- [j8]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): 133-154 (2001) - 2000
- [c11]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: 65-76
1990 – 1999
- 1999
- [c10]Berthold Reinwald, Hamid Pirahesh, Ganapathy Krishnamoorthy, George Lapis, Brian T. Tran, Swati Vora:
Heterogeneous Query Processing through SQL Table Functions. ICDE 1999: 366-373 - 1998
- [j7]Michael J. Carey, Laura M. Haas, Jim Kleewein, Berthold Reinwald:
Data Access Interoperability in the IBM Database Family. IEEE Data Eng. Bull. 21(3): 4-11 (1998) - [c9]Berthold Reinwald, Hamid Pirahesh:
SQL Open Heterogeneous Data Access. SIGMOD Conference 1998: 506-507 - 1997
- [c8]Gustavo Alonso, Berthold Reinwald, C. Mohan:
Distributed Data Management in Workflow Environments. RIDE 1997: 82-90 - 1996
- [j6]Berthold Reinwald, Tobin J. Lehman, Hamid Pirahesh, Vibby Gottemukkala:
Storing and Using Objects in a Relational Database. IBM Syst. J. 35(2): 172-191 (1996) - [c7]Berthold Reinwald, C. Mohan:
Structured Workflow Management with Lotus Notes Release 4. COMPCON 1996: 451-457 - 1995
- [b2]Berthold Reinwald:
Workflow-Management in verteilten Systemen - Entwurf und Betrieb geregelter arbeitsteiliger Anwendungssysteme, 2. Auflage. Teubner-Texte zur Informatik 7, Teubner 1995, ISBN 978-3-8154-2061-4, pp. 1-276 - 1994
- [c6]Thomas Kirsche, Berthold Reinwald, Hartmut Wedekind:
Processing Dynamic Interactions in Cooperative Databases. HICSS (4) 1994: 733-742 - [c5]Berthold Reinwald, Stefan Deßloch, Michael J. Carey, Tobin J. Lehman, Hamid Pirahesh, V. Srinivasan:
Making Real Data Persistent: Initial Experiences with SMRC. POS 1994: 202-216 - 1993
- [b1]Berthold Reinwald:
Workflow-Management in verteilten Systemen. University of Erlangen-Nuremberg, Germany, Teubner 1993, ISBN 978-3-8154-2055-3, pp. 1-276 - [j5]Berthold Reinwald, Hartmut Wedekind:
Logische Grundlagen eines Triggerentwurfssystems. Informationstechnik Tech. Inform. 35(1): 25-33 (1993) - 1992
- [j4]Thomas Kirsche, Horst Lührsen, Berthold Reinwald, Thomas Ruf, Hartmut Wedekind:
Anforderungen, Systemdienste und Betriebsmodell für die bedingte Datenfreigabe in Datenbanksystemen. Datenbank Rundbr. 9: 19 (1992) - [j3]Berthold Reinwald, Hartmut Wedekind:
Integrierte Aktivitäten- und Datenverwaltung zur systemgestützten Kontroll- und Datenflußsteuerung. Inform. Forsch. Entwickl. 7(2): 73-83 (1992) - [c4]Berthold Reinwald, Hartmut Wedekind:
Automation of Control and Data flow in Distributed Application Systems. DEXA 1992: 475-481 - 1991
- [j2]Stefan Jablonski, Berthold Reinwald, Thomas Ruf:
Ereignisorientierte verteilte Datenverwaltung im Fertigungsbereich. Datenbank Rundbr. 8: 102-104 (1991) - [j1]Stefan Jablonski, Berthold Reinwald, Thomas Ruf:
Eine Fallstudie zur Datenverwaltung in CIM-Systemen. Inform. Forsch. Entwickl. 6(2): 71-81 (1991) - [c3]Stefan Jablonski, Berthold Reinwald, Thomas Ruf, Hartmut Wedekind:
Event Oriented Management of Functions and Data in Distributed Systems. DMIS 1991: 167-190 - 1990
- [c2]Stefan Jablonski, Berthold Reinwald, Thomas Ruf, Hartmut Wedekind:
Von Transaktionen zu Problemlösungszyklen: Erweiterte Verarbeitungsmodelle für Non-Standard-Datenbanksysteme. Entwurf und Betrieb verteilter Systeme 1990: 221-247 - [c1]Stefan Jablonski, Berthold Reinwald, Thomas Ruf, Hartmut Wedekind:
Flexible and Reactive Integration of Manufacturing Systems Through Dynamic Resource Allocation. ICSI 1990: 503-509
Coauthor Index
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