Raul Castro Fernandez
Raul Castro Fernandez
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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
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
The Data Civilizer System.
D Deng, RC Fernandez, Z Abedjan, S Wang, M Stonebraker, ...
Cidr, 2017
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
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
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
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
Liquid: Unifying nearline and offline big data integration.
RC Fernandez, P Pietzuch, J Kreps, N Narkhede, J Rao, J Koshy, D Lin, ...
In 7th Biennial Conference on Innovative Data Systems Research (CIDR),, 2015
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
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
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
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
Data market platforms: Trading data assets to solve data problems
RC Fernandez, P Subramaniam, MJ Franklin
arXiv preprint arXiv:2002.01047, 2020
Termite: a system for tunneling through heterogeneous data
RC Fernandez, S Madden
Proceedings of the Second International Workshop on Exploiting Artificial …, 2019
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
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
A demo of the data civilizer system
R Castro Fernandez, D Deng, E Mansour, AA Qahtan, W Tao, Z Abedjan, ...
Proceedings of the 2017 ACM International Conference on Management of Data …, 2017
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
Smallify: Learning network size while training
G Leclerc, M Vartak, RC Fernandez, T Kraska, S Madden
arXiv preprint arXiv:1806.03723, 2018
Extracting syntactical patterns from databases
A Ilyas, JMF da Trindade, RC Fernandez, S Madden
2018 IEEE 34th International Conference on Data Engineering (ICDE), 41-52, 2018
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