Stateful dataflow multigraphs: A data-centric model for performance portability on heterogeneous architectures T Ben-Nun, J de Fine Licht, AN Ziogas, T Schneider, T Hoefler Proceedings of the International Conference for High Performance Computing …, 2019 | 126 | 2019 |
A modular benchmarking infrastructure for high-performance and reproducible deep learning T Ben-Nun, M Besta, S Huber, AN Ziogas, D Peter, T Hoefler 2019 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2019 | 92 | 2019 |
A data-centric approach to extreme-scale ab initio dissipative quantum transport simulations AN Ziogas, T Ben-Nun, GI Fernández, T Schneider, M Luisier, T Hoefler Proceedings of the International Conference for High Performance Computing …, 2019 | 57 | 2019 |
Productivity, portability, performance: Data-centric Python AN Ziogas, T Schneider, T Ben-Nun, A Calotoiu, T De Matteis, ... Proceedings of the International Conference for High Performance Computing …, 2021 | 35 | 2021 |
NPBench: A benchmarking suite for high-performance NumPy AN Ziogas, T Ben-Nun, T Schneider, T Hoefler Proceedings of the 35th ACM International Conference on Supercomputing, 63-74, 2021 | 34 | 2021 |
On the parallel i/o optimality of linear algebra kernels: Near-optimal matrix factorizations G Kwasniewski, M Kabic, T Ben-Nun, AN Ziogas, JE Saethre, A Gaillard, ... Proceedings of the International Conference for High Performance Computing …, 2021 | 19 | 2021 |
Pebbles, graphs, and a pinch of combinatorics: Towards tight I/O lower bounds for statically analyzable programs G Kwasniewski, T Ben-Nun, L Gianinazzi, A Calotoiu, T Schneider, ... Proceedings of the 33rd ACM Symposium on Parallelism in Algorithms and …, 2021 | 17 | 2021 |
On the parallel I/O optimality of linear algebra kernels: Near-optimal LU factorization G Kwasniewski, T Ben-Nun, AN Ziogas, T Schneider, M Besta, T Hoefler Proceedings of the 26th ACM SIGPLAN Symposium on Principles and Practice of …, 2021 | 11 | 2021 |
Optimizing the data movement in quantum transport simulations via data-centric parallel programming AN Ziogas, T Ben-Nun, GI Fernández, T Schneider, M Luisier, T Hoefler Proceedings of the International Conference for High Performance Computing …, 2019 | 8 | 2019 |
High-Performance and Programmable Attentional Graph Neural Networks with Global Tensor Formulations M Besta, P Renc, R Gerstenberger, P Sylos Labini, A Ziogas, T Chen, ... Proceedings of the International Conference for High Performance Computing …, 2023 | 5 | 2023 |
Deinsum: Practically I/O optimal multi-linear algebra AN Ziogas, G Kwasniewski, T Ben-Nun, T Schneider, T Hoefler SC22: International Conference for High Performance Computing, Networking …, 2022 | 5 | 2022 |
Arrow Matrix Decomposition: A Novel Approach for Communication-Efficient Sparse Matrix Multiplication L Gianinazzi, AN Ziogas, L Huang, P Luczynski, S Ashkboosh, F Scheidl, ... Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and …, 2024 | 1 | 2024 |
Ab initio quantum transport simulations of InAs avalanche photo-diodes within the GW approximation J Cao, A Ziogas, L Deuschle, Q Ding, N Vetsch, A Winka, V Maillou, ... 2023 International Electron Devices Meeting (IEDM), 1-4, 2023 | 1 | 2023 |
Fast Arbitrary Precision Floating Point on FPGA J de Fine Licht, CA Pattison, AN Ziogas, D Simmons-Duffin, T Hoefler 2022 IEEE 30th Annual International Symposium on Field-Programmable Custom …, 2022 | 1 | 2022 |
Single Neuromorphic Memristor closely Emulates Multiple Synaptic Mechanisms for Energy Efficient Neural Networks C Weilenmann, A Ziogas, T Zellweger, K Portner, M Mladenović, ... arXiv preprint arXiv:2402.16628, 2024 | | 2024 |
FuzzyFlow: Leveraging Dataflow To Find and Squash Program Optimization Bugs P Schaad, T Schneider, T Ben-Nun, A Calotoiu, AN Ziogas, T Hoefler Proceedings of the International Conference for High Performance Computing …, 2023 | | 2023 |
A Data-Centric Optimization Workflow for the Python Language AN Ziogas ETH Zurich, 2022 | | 2022 |