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Raul Castro Fernandez
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2018
Meta-Dataflows: Efficient Exploratory Dataflow Jobs
Raul Castro Fernandez, William Culhane, Pijika Watcharapichat, Matthias Weidlich, Victoria Lopez Morales, and Peter Pietzuch
ACM Conference on Management of Data (SIGMOD), 2018
Houston, TX, US
2016
Ako: Decentralised Deep Learning with Partial Gradient Exchange
Pijika Watcharapichat, Victoria Lopez Morales, Raul Castro Fernandez, and Peter Pietzuch
ACM Symposium on Cloud Computing 2016 (SoCC), 2016
Santa Clara, CA, USA
SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures
Alexandros Koliousis, Matthias Weidlich, Raul Castro Fernandez, Paolo Costa, Alexander L. Wolf, and Peter Pietzuch
ACM International Conference on Management of Data (SIGMOD), 2016
San Francisco, CA, USA
The SABER System for Window-Based Hybrid Stream Processing with GPGPUs (Demo)
Alexandros Koliousis, Matthias Weidlich, Raul Castro Fernandez, Alexander L. Wolf, Paolo Costa, and Peter Pietzuch
10th ACM International Conference on Distributed and Event-Based Systems (DEBS), 2016
Irvine, CA
Java2SDG: Stateful Big Data Processing for the Masses (Demo)
Raul Castro Fernandez, Panagiotis Garefalakis, and Peter Pietzuch
32nd IEEE International Conference on Data Engineering (ICDE), 2016
Helsinki, Finland
2015
Liquid: Unifying Nearline and Offline Big Data Integration
Raul Castro Fernandez, Peter Pietzuch, Joel Koshy, Jay Kreps, Dong Lin, Neha Narkhede, Jun Rao, Chris Riccomini, and Guozhang Wang
Biennial Conference on Innovative Data Systems Research (CIDR), 2015
Asilomar, CA, USA
2014
Making State Explicit for Imperative Big Data Processing
Raul Castro Fernandez, Matteo Migliavacca, Evangelia Kalyvianaki, and Peter Pietzuch
USENIX Annual Technical Conference (ATC), 2014
Philadelphia, PA, USA
Grand Challenge: Scalable Stateful Stream Processing for Smart Grids
Raul Castro Fernandez, Matthias Weidlich, Peter Pietzuch, and Avigdor Gal
8th ACM International Conference on Distributed Event Based Systems (DEBS), 2014
Mumbai, India
2013
Integrating Scale Out and Fault Tolerance in Stream Processing using Operator State Management
Raul Castro Fernandez, Matteo Migliavacca, Evangelia Kalyvianaki, and Peter Pietzuch
ACM International Conference on Management of Data (SIGMOD), 2013
New York, NY
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