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Data-centric Parallel Programming

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Publications

Designing scalable FPGA architectures using high-level synthesis

Author(s): J. de Fine Licht, M. Blott, T. Hoefler
Published in: 2018

Neural Code Comprehension: A Learnable Representation of Code Semantics

Author(s): Tal Ben-Nun, Alice Shoshana Jakobovits, Torsten Hoefler
Published in: Advances in Neural Information Processing Systems 31, 2018

A data-centric approach to extreme-scale ab initio dissipative quantum transport simulations

Author(s): Alexandros Nikolaos Ziogas, Tal Ben-Nun, Guillermo Indalecio Fernández, Timo Schneider, Mathieu Luisier, Torsten Hoefler
Published in: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis on - SC '19, 2019, Page(s) 1-13
DOI: 10.1145/3295500.3357156

Optimizing the data movement in quantum transport simulations via data-centric parallel programming

Author(s): Alexandros Nikolaos Ziogas, Tal Ben-Nun, Guillermo Indalecio Fernández, Timo Schneider, Mathieu Luisier, Torsten Hoefler
Published in: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis on - SC '19, 2019, Page(s) 1-17
DOI: 10.1145/3295500.3356200

A fast analytical model of fully associative caches

Author(s): Tobias Gysi, Tobias Grosser, Laurin Brandner, Torsten Hoefler
Published in: Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation - PLDI 2019, 2019, Page(s) 816-829
DOI: 10.1145/3314221.3314606

Embedding Functions Into Reversible Circuits - A Probabilistic Approach to the Number of Lines

Author(s): Niels Gleinig, Frances Ann Hubis, Torsten Hoefler
Published in: Proceedings of the 56th Annual Design Automation Conference 2019 on - DAC '19, 2019, Page(s) 1-6
DOI: 10.1145/3316781.3317814

Substream-Centric Maximum Matchings on FPGA

Author(s): Maciej Besta, Marc Fischer, Tal Ben-Nun, Johannes De Fine Licht, Torsten Hoefler
Published in: Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays - FPGA '19, 2019, Page(s) 152-161
DOI: 10.1145/3289602.3293916

Trends in Data Locality Abstractions for HPC Systems

Author(s): Didem Unat, Anshu Dubey, Torsten Hoefler, John Shalf, Mark Abraham, Mauro Bianco, Bradford L. Chamberlain, Romain Cledat, H. Carter Edwards, Hal Finkel, Karl Fuerlinger, Frank Hannig, Emmanuel Jeannot, Amir Kamil, Jeff Keasler, Paul H J Kelly, Vitus Leung, Hatem Ltaief, Naoya Maruyama, Chris J. Newburn, Miquel Pericas
Published in: IEEE Transactions on Parallel and Distributed Systems, Issue 28/10, 2017, Page(s) 3007-3020, ISSN 1045-9219
DOI: 10.1109/tpds.2017.2703149

Stateful Dataflow Multigraphs: A Data-Centric Model for Performance Portability on Heterogeneous Architectures

Author(s): Ben-Nun, Tal; Licht, Johannes de Fine; Ziogas, Alexandros Nikolaos; Schneider, Timo; Hoefler, Torsten
Published in: arXiv, Issue 4, 2019

Predicting Weather Uncertainty with Deep Convnets

Author(s): P. Grönquist, T. Ben-Nun, N. Dryden, P. Dueben, L. Lavarini, S. Li, T. Hoefler
Published in: arXiv, 2019

Streaming Message Interface: High-Performance DistributedMemory Programming on Reconfigurable Hardware

Author(s): T. De Matteis, J. de Fine Licht, J. Beránek, T. Hoefler
Published in: arXiv, 2019

FBLAS: Streaming Linear Algebra on FPGA

Author(s): De Matteis, Tiziano; Licht, Johannes de Fine; Hoefler, Torsten
Published in: arXiv, Issue 5, 2019

A Modular Benchmarking Infrastructure for High-Performance and Reproducible Deep Learning

Author(s): T. Ben-Nun, M. Besta, S. Huber, A. Nikolaos Ziogas, D. Peter, T. Hoefler
Published in: arXiv, 2019