| The case for learned index structures T Kraska, A Beutel, EH Chi, J Dean, N Polyzotis Proceedings of the 2018 international conference on management of data, 489-504, 2018 | 1160 | 2018 |
| Tfx: A tensorflow-based production-scale machine learning platform D Baylor, E Breck, HT Cheng, N Fiedel, CY Foo, Z Haque, S Haykal, ... Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017 | 472 | 2017 |
| Data validation for machine learning N Polyzotis, M Zinkevich, S Roy, E Breck, S Whang Proceedings of machine learning and systems 1, 334-347, 2019 | 380 | 2019 |
| Seedb: Efficient data-driven visualization recommendations to support visual analytics M Vartak, S Rahman, S Madden, A Parameswaran, N Polyzotis Proceedings of the VLDB Endowment International Conference on Very Large …, 2015 | 297 | 2015 |
| Crowdscreen: Algorithms for filtering data with humans AG Parameswaran, H Garcia-Molina, H Park, N Polyzotis, A Ramesh, ... Proceedings of the 2012 ACM SIGMOD International Conference on Management of …, 2012 | 290 | 2012 |
| Goods: Organizing google's datasets A Halevy, F Korn, NF Noy, C Olston, N Polyzotis, S Roy, SE Whang Proceedings of the 2016 International Conference on Management of Data, 795-806, 2016 | 247 | 2016 |
| Data management challenges in production machine learning N Polyzotis, S Roy, SE Whang, M Zinkevich Proceedings of the 2017 ACM International Conference on Management of Data …, 2017 | 246 | 2017 |
| Data lifecycle challenges in production machine learning: a survey N Polyzotis, S Roy, SE Whang, M Zinkevich ACM SIGMOD Record 47 (2), 17-28, 2018 | 235 | 2018 |
| Scihadoop: Array-based query processing in hadoop JB Buck, N Watkins, J LeFevre, K Ioannidou, C Maltzahn, N Polyzotis, ... Proceedings of 2011 International Conference for High Performance Computing …, 2011 | 210 | 2011 |
| Statistical synopses for graph-structured XML databases N Polyzotis, M Garofalakis Proceedings of the 2002 ACM SIGMOD international conference on management of …, 2002 | 205 | 2002 |
| Query recommendations for interactive database exploration G Chatzopoulou, M Eirinaki, N Polyzotis Scientific and Statistical Database Management: 21st International …, 2009 | 199 | 2009 |
| Human-assisted graph search: it's okay to ask questions A Parameswaran, AD Sarma, H Garcia-Molina, N Polyzotis, J Widom arXiv preprint arXiv:1103.3102, 2011 | 188 | 2011 |
| Approximate XML query answers N Polyzotis, M Garofalakis, Y Ioannidis Proceedings of the 2004 ACM SIGMOD international conference on Management of …, 2004 | 186 | 2004 |
| MISO: souping up big data query processing with a multistore system J LeFevre, J Sankaranarayanan, H Hacigumus, J Tatemura, N Polyzotis, ... Proceedings of the 2014 ACM SIGMOD international conference on Management of …, 2014 | 168 | 2014 |
| Structure and value synopses for XML data graphs N Polyzotis, M Garofalakis VLDB'02: Proceedings of the 28th International Conference on Very Large …, 2002 | 167 | 2002 |
| Colt: continuous on-line tuning K Schnaitter, S Abiteboul, T Milo, N Polyzotis Proceedings of the 2006 ACM SIGMOD international conference on Management of …, 2006 | 161 | 2006 |
| Deco: declarative crowdsourcing AG Parameswaran, H Park, H Garcia-Molina, N Polyzotis, J Widom Proceedings of the 21st ACM international conference on Information and …, 2012 | 147 | 2012 |
| Answering queries using humans, algorithms and databases A Parameswaran, N Polyzotis Stanford InfoLab, 2011 | 139 | 2011 |
| Map-reduce extensions and recursive queries FN Afrati, V Borkar, M Carey, N Polyzotis, JD Ullman Proceedings of the 14th international conference on extending database …, 2011 | 132 | 2011 |
| Supporting streaming updates in an active data warehouse N Polyzotis, S Skiadopoulos, P Vassiliadis, A Simitsis, NE Frantzell 2007 IEEE 23rd International Conference on Data Engineering, 476-485, 2006 | 132 | 2006 |
Aditya ParameswaranAssociate Professor, UC BerkeleyVerified email at berkeley.edu
