| Efficiently publishing relational data as XML documents J Shanmugasundaram, E Shekita, R Barr, M Carey, B Lindsay, ... The VLDB Journal 10 (2), 133-154, 2001 | 538 | 2001 |
| SystemML: Declarative machine learning on MapReduce A Ghoting, R Krishnamurthy, E Pednault, B Reinwald, V Sindhwani, ... 2011 IEEE 27th International conference on data engineering, 231-242, 2011 | 465 | 2011 |
| System and method for adaptive database caching M Altinel, C Bornhoevd, C Mohan, MH Pirahesh, B Reinwald, ... US Patent 7,395,258, 2008 | 352 | 2008 |
| Clash of the titans: Mapreduce vs. spark for large scale data analytics J Shi, Y Qiu, UF Minhas, L Jiao, C Wang, B Reinwald, F Özcan Proceedings of the VLDB Endowment 8 (13), 2110-2121, 2015 | 328 | 2015 |
| Systemml: Declarative machine learning on spark M Boehm, MW Dusenberry, D Eriksson, AV Evfimievski, FM Manshadi, ... Proceedings of the VLDB Endowment 9 (13), 1425-1436, 2016 | 273 | 2016 |
| On synopses for distinct-value estimation under multiset operations K Beyer, PJ Haas, B Reinwald, Y Sismanis, R Gemulla Proceedings of the 2007 ACM SIGMOD international conference on Management of …, 2007 | 244 | 2007 |
| System, method, and apparatus for multidimensional exploration of content items in a content store A Baid, B Reinwald, A Simitsis, J Sismanis US Patent 8,560,548, 2013 | 216 | 2013 |
| Cache tables: Paving the way for an adaptive database cache M Altınel, C Bornhövd, S Krishnamurthy, C Mohan, H Pirahesh, ... Proceedings 2003 VLDB Conference, 718-729, 2003 | 201 | 2003 |
| Gordian: efficient and scalable discovery of composite keys Y Sismanis, P Brown, PJ Haas, B Reinwald Proceedings of the 32nd international conference on Very large data bases …, 2006 | 166 | 2006 |
| Compressed linear algebra for large-scale machine learning A Elgohary, M Boehm, PJ Haas, FR Reiss, B Reinwald Proceedings of the VLDB Endowment 9 (12), 960-971, 2016 | 134 | 2016 |
| Hybrid parallelization strategies for large-scale machine learning in systemml M Boehm, S Tatikonda, B Reinwald, P Sen, Y Tian, DR Burdick, ... Proceedings of the VLDB Endowment 7 (7), 553-564, 2014 | 124 | 2014 |
| Systems and methods for processing machine learning algorithms in a MapReduce environment DR Burdick, A Ghoting, R Krishnamurthy, EPD Pednault, B Reinwald, ... US Patent 8,612,368, 2013 | 117 | 2013 |
| Platform-independent method and system for graphically presenting the evaluation of a query in a database management system T Couch, SB Edlund, G Lapis, GM Lohman, B Reinwald US Patent 6,725,212, 2004 | 111 | 2004 |
| Adaptive Database Caching with DBCache. C Bornhövd, M Altinel, C Mohan, H Pirahesh, B Reinwald IEEE Data Eng. Bull. 27 (2), 11-18, 2004 | 105 | 2004 |
| SystemDS: A declarative machine learning system for the end-to-end data science lifecycle M Boehm, I Antonov, S Baunsgaard, M Dokter, R Ginthör, K Innerebner, ... arXiv preprint arXiv:1909.02976, 2019 | 104 | 2019 |
| Towards keyword-driven analytical processing P Wu, Y Sismanis, B Reinwald Proceedings of the 2007 ACM SIGMOD international conference on Management of …, 2007 | 102 | 2007 |
| Implementing a scalable XML publish/subscribe system using relational database systems F Tian, B Reinwald, H Pirahesh, T Mayr, J Myllymaki Proceedings of the 2004 ACM SIGMOD international conference on Management of …, 2004 | 100 | 2004 |
| Workflow-Management in verteilten Systemen: Entwurf und Betrieb geregelter arbeitsteiliger Anwendungssysteme B Reinwald Springer-Verlag, 2013 | 87 | 2013 |
| XML programming with SQL/XML and XQuery JE Funderburk, S Malaika, B Reinwald IBM Systems Journal 41 (4), 642-665, 2002 | 87 | 2002 |
| On optimizing operator fusion plans for large-scale machine learning in systemml M Boehm, B Reinwald, D Hutchison, AV Evfimievski, P Sen arXiv preprint arXiv:1801.00829, 2018 | 85 | 2018 |