Publications - Author: Peter R. Pietzuch
2019
[5] Crossbow: Scaling Deep Learning with Small Batch Sizes on Multi-GPU Servers (, , , , , and ), In Proc. VLDB Endow., volume 12, . [bibtex] [pdf] [doi]
2018
[4] Meta-Dataflows: Efficient Exploratory Dataflow Jobs (, , , , , and ), In Proceedings of the 2018 International Conference on Management of Data, SIGMOD Conference 2018, Houston, TX, USA, June 10-15, 2018 (Gautam Das, Christopher M. Jermaine, Philip A. Bernstein, eds.), ACM, . [bibtex] [pdf] [doi]
2016
[3] The SABER system for window-based hybrid stream processing with GPGPUs: demo (, , , , , and ), In Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems, DEBS '16, Irvine, CA, USA, June 20 - 24, 2016 (Avigdor Gal, Matthias Weidlich, Vana Kalogeraki, Nalini Venkasubramanian, eds.), ACM, . [bibtex] [pdf] [doi]
[2] SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures (, , , , , and ), In Proceedings of the 2016 International Conference on Management of Data, SIGMOD Conference 2016, San Francisco, CA, USA, June 26 - July 01, 2016 (Fatma Özcan, Georgia Koutrika, Sam Madden, eds.), ACM, . [bibtex] [pdf] [doi]
2014
[1] Scalable stateful stream processing for smart grids (, , , and ), In The 8th ACM International Conference on Distributed Event-Based Systems, DEBS '14, Mumbai, India, May 26-29, 2014 (Umesh Bellur, Ravi Kothari, eds.), ACM, . [bibtex] [pdf] [doi]
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