| Integrating scale out and fault tolerance in stream processing using operator state management R Castro Fernandez, M Migliavacca, E Kalyvianaki, P Pietzuch Proceedings of the 2013 ACM SIGMOD international conference on Management of …, 2013 | 491 | 2013 |
| Detecting data errors: Where are we and what needs to be done? Z Abedjan, X Chu, D Deng, RC Fernandez, IF Ilyas, M Ouzzani, P Papotti, ... Proceedings of the VLDB Endowment 9 (12), 993-1004, 2016 | 384 | 2016 |
| Aurum: A data discovery system RC Fernandez, Z Abedjan, F Koko, G Yuan, S Madden, M Stonebraker 2018 IEEE 34th International Conference on Data Engineering (ICDE), 1001-1012, 2018 | 358 | 2018 |
| Data market platforms: Trading data assets to solve data problems RC Fernandez, P Subramaniam, MJ Franklin arXiv preprint arXiv:2002.01047, 2020 | 243 | 2020 |
| The Data Civilizer System. D Deng, RC Fernandez, Z Abedjan, S Wang, M Stonebraker, ... Cidr, 2017 | 217 | 2017 |
| Raha: A configuration-free error detection system M Mahdavi, Z Abedjan, R Castro Fernandez, S Madden, M Ouzzani, ... Proceedings of the 2019 International Conference on Management of Data, 865-882, 2019 | 205 | 2019 |
| Seeping semantics: Linking datasets using word embeddings for data discovery RC Fernandez, E Mansour, AA Qahtan, A Elmagarmid, I Ilyas, S Madden, ... 2018 IEEE 34th International Conference on Data Engineering (ICDE), 989-1000, 2018 | 188 | 2018 |
| Saber: Window-based hybrid stream processing for heterogeneous architectures A Koliousis, M Weidlich, R Castro Fernandez, AL Wolf, P Costa, ... Proceedings of the 2016 International Conference on Management of Data, 555-569, 2016 | 184 | 2016 |
| Starling: A scalable query engine on cloud functions M Perron, R Castro Fernandez, D DeWitt, S Madden Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020 | 182 | 2020 |
| How large language models will disrupt data management RC Fernandez, AJ Elmore, MJ Franklin, S Krishnan, C Tan Proceedings of the VLDB Endowment 16 (11), 3302-3309, 2023 | 150 | 2023 |
| ARDA: automatic relational data augmentation for machine learning N Chepurko, R Marcus, E Zgraggen, RC Fernandez, T Kraska, D Karger arXiv preprint arXiv:2003.09758, 2020 | 150 | 2020 |
| Ako: Decentralised deep learning with partial gradient exchange P Watcharapichat, VL Morales, RC Fernandez, P Pietzuch Proceedings of the Seventh ACM Symposium on Cloud Computing, 84-97, 2016 | 106 | 2016 |
| Liquid: Unifying Nearline and Offline Big Data Integration. RC Fernandez, PR Pietzuch, J Kreps, N Narkhede, J Rao, J Koshy, D Lin, ... CIDR, 2015 | 87 | 2015 |
| Lazo: A cardinality-based method for coupled estimation of jaccard similarity and containment RC Fernandez, J Min, D Nava, S Madden 2019 IEEE 35th International Conference on Data Engineering (ICDE), 1190-1201, 2019 | 86 | 2019 |
| Making state explicit for imperative big data processing RC Fernandez, M Migliavacca, E Kalyvianaki, P Pietzuch 2014 USENIX annual technical conference (USENIX ATC 14), 49-60, 2014 | 84 | 2014 |
| Metam: Goal-oriented data discovery S Galhotra, Y Gong, RC Fernandez 2023 IEEE 39th International Conference on Data Engineering (ICDE), 2780-2793, 2023 | 70 | 2023 |
| FAHES: A robust disguised missing values detector AA Qahtan, A Elmagarmid, R Castro Fernandez, M Ouzzani, N Tang Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018 | 66 | 2018 |
| Termite: a system for tunneling through heterogeneous data RC Fernandez, S Madden Proceedings of the Second International Workshop on Exploiting Artificial …, 2019 | 51 | 2019 |
| Data-sharing markets: model, protocol, and algorithms to incentivize the formation of data-sharing consortia R Castro Fernandez Proceedings of the ACM on Management of Data 1 (2), 1-25, 2023 | 48 | 2023 |
| Scalable stateful stream processing for smart grids RC Fernandez, M Weidlich, P Pietzuch, A Gal Proceedings of the 8th ACM International Conference on Distributed Event …, 2014 | 40 | 2014 |
Samuel MaddenMITVerified email at csail.mit.edu
