HeteroPar'2020 Program
Opening session | |
09:00 - 09:15 |
Welcome from Steering Committee and Program Chair Roman Wyrzykowski |
Session 1: Algorithms and languages for heterogeneous computing Chair: Alexey Lastovetsky |
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09:15 - 10:00 |
Scientific keynote 1: Prof. Enrique S. Quintana-Orti, Technical University of Valencia Opportunities for Approximate vs Transprecision Computing in Sparse Linear Solvers for GPUs (abstract) |
10:00 - 10:30 |
Samer Alhaddad, Jens Förstner, Stefan Groth, Daniel Grünewald, Yevgen Grynko, Frank Hannig, Tobias Kenter, Franz-Josef Pfreundt, Christian Plessl, Merlind Schotte, Thomas Steinke, Jürgen Teich HighPerMeshes - A Domain-Specific Language for Numerical Algorithms on Unstructured Grids |
10:30 - 11:00 | Coffee break |
Session 2: Software engineering for heterogeneous parallel systems Chair: Tal El-Nun |
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11:00 - 11:30 |
Niklas Eiling, Stefan Lankes and Antonello Monti An Open-Source Virtualization Layer for CUDA Applications |
11:30 - 12:00 |
Lena Oden. Implementation and evaluation of CUDA-Unified memory in Numba |
12:00 - 12:30 |
Yuhsiang M. Tsai, Terry Cojean, Tobias Ribizel and Hartwig Anzt Preparing Ginkgo for AMD GPUs - A Testimonial on Porting CUDA Code to HIP |
12:30 - 13:15 | Lunch |
Session 3: Heterogeneous computing and machine learning/AI algorithms Chair: Enrique S. Quintana-Orti |
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13:15 - 14:00 |
Scientific keynote 2: Tal El-Nun, ETHZ Zurich Stateful Dataflow Multigraphs: A Data-Centric Approach for Performance Portability on Heterogeneous Architectures (abstract) |
14:00 - 14:30 |
Paweł Koperek, Wlodzimierz Funika and Jacek Kitowski Management of heterogeneous cloud resources with use of the Proximal Policy Optimization |
14:30 - 15:00 |
Tokio Kibata, Mineto Tsukada and Hiroki Matsutani An Edge Attribute-wise Partitioning and Distributed Processing of R-GCN using GPUs |
15:00 - 15:30 | Coffee break |
Session 4: Heterogeneous parallel computing Chair: Leonel Sousa |
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15:30 - 16:00 |
Yaniv Rubinpur and Sivan Toledo High-Performance GPU and CPU Signal Processing for a Reverse-GPS Wildlife Tracking System |
16:00 - 16:30 |
Guanlin He, Stephane Vialle and Marc Baboulin Parallelization of the k-means algorithm in a spectral clustering chain on CPU-GPU platforms |
16:30 - 17:00 |
Beata Dmitruk and Przemyslaw Stpiczynski High Performance Portable Solver for Tridiagonal Toeplitz Systems of Linear Equations |