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ORCID35th ISC 2020: Frankfurt/Main, Germany - Workshops
- Heike Jagode
, Hartwig Anzt, Guido Juckeland, Hatem Ltaief:
High Performance Computing - ISC High Performance 2020 International Workshops, Frankfurt, Germany, June 21-25, 2020, Revised Selected Papers. Lecture Notes in Computer Science 12321, Springer 2020, ISBN 978-3-030-59850-1
First Workshop on Compiler-Assisted Correctness Checking and Performance Optimization for HPC (C3PO'20)
- Jan-Patrick Lehr, Alexander Hück, Moritz Fischer, Christian H. Bischof:
Compiler-Assisted Type-Safe Checkpointing. 5-18 - Adrian Munera, Sara Royuela, Roger Ferrer, Raul Peñacoba, Eduardo Quiñones:
Static Analysis to Enhance Programmability and Performance in OmpSs-2. 19-33 - Tim Jammer, Christian Iwainsky, Christian H. Bischof:
Automatic Detection of MPI Assertions. 34-42 - Van Man Nguyen, Emmanuelle Saillard, Julien Jaeger, Denis Barthou, Patrick Carribault:
Automatic Code Motion to Extend MPI Nonblocking Overlap Window. 43-54
First International Workshop on the Application of Machine Learning Techniques to Computational Fluid Dynamics Simulations and Analysis (CFDML)
- Re'em Harel, Matan Rusanovsky, Yehonatan Fridman, Assaf Shimony, Gal Oren:
Complete Deep Computer-Vision Methodology for Investigating Hydrodynamic Instabilities. 61-80 - Mario Rüttgers, Seong-Ryong Koh, Jenia Jitsev, Wolfgang Schröder, Andreas Lintermann:
Prediction of Acoustic Fields Using a Lattice-Boltzmann Method and Deep Learning. 81-101 - Mingrui Zhang, Matthew D. Piggott:
Unsupervised Learning of Particle Image Velocimetry. 102-115 - Alberto Costa Nogueira, João Lucas de Sousa Almeida, Guillaume Auger, Campbell D. Watson:
Reduced Order Modeling of Dynamical Systems Using Artificial Neural Networks Applied to Water Circulation. 116-136 - Shirui Luo, Madhu Vellakal, Seid Koric, Volodymyr V. Kindratenko, Jiahuan Cui:
Parameter Identification of RANS Turbulence Model Using Physics-Embedded Neural Network. 137-149
HPC I/O in the Data Center Workshop (HPC-IODC)
- Frank Gadban, Julian M. Kunkel, Thomas Ludwig:
Investigating the Overhead of the REST Protocol When Using Cloud Services for HPC Storage. 161-176 - Yuichi Tsujita, Yoshitaka Furutani, Hajime Hida, Keiji Yamamoto, Atsuya Uno:
Characterizing I/O Optimization Effect Through Holistic Log Data Analysis of Parallel File Systems and Interconnects. 177-190 - Eugen Betke, Julian M. Kunkel:
The Importance of Temporal Behavior When Classifying Job IO Patterns Using Machine Learning Techniques. 191-205
1st Workshop "Machine Learning on HPC Systems" (MLHPCS)
- Marc Josep-Fabregó, Xavier Teruel, Victor Gimenez-Abalos, Davide Cirillo, Dario Garcia-Gasulla, Sergio Álvarez-Napagao, Marta Garcia-Gasulla, Eduard Ayguadé, Alfonso Valencia:
GOPHER, an HPC Framework for Large Scale Graph Exploration and Inference. 211-222 - Emily J. Herron, Steven R. Young, Thomas E. Potok:
Ensembles of Networks Produced from Neural Architecture Search. 223-234 - Philipp Rombach, Janis Keuper:
SmartPred: Unsupervised Hard Disk Failure Detection. 235-246
1st International Workshop on Monitoring and Data Analytics (MODA20)
- Karthee Sivalingam, Harvey Richardson:
Application IO Analysis with Lustre Monitoring Using LASSi for ARCHER. 255-266 - Robert Tracey, Lan Hoang, Felix Subelet, Vadim V. Elisseev:
AI-Driven Holistic Approach to Energy Efficient HPC. 267-279 - Gence Ozer, Alessio Netti, Daniele Tafani, Martin Schulz:
Characterizing HPC Performance Variation with Monitoring and Unsupervised Learning. 280-292
15th Workshop on Virtualization in High-Performance Cloud Computing (VHPC'20)
- Andreas Stockmayer, Stephan Hinselmann, Marco Häberle, Michael Menth:
Service Function Chaining Based on Segment Routing Using P4 and SR-IOV (P4-SFC). 297-309 - Sergio López-Huguet, J. Damian Segrelles Quilis, Marek Kasztelnik, Marian Bubak, Ignacio Blanquer:
Seamlessly Managing HPC Workloads Through Kubernetes. 310-320 - Achilleas Tzenetopoulos, Dimosthenis Masouros, Sotirios Xydis, Dimitrios Soudris:
Interference-Aware Orchestration in Kubernetes. 321-330 - Stefan Lankes, Jonathan Klimt, Jens Breitbart, Simon Pickartz:
RustyHermit: A Scalable, Rust-Based Virtual Execution Environment. 331-342 - Holger Gantikow, Steffen Walter, Christoph Reich:
Rootless Containers with Podman for HPC. 343-354 - David Yu Yuan, Tony Wildish:
Bioinformatics Application with Kubeflow for Batch Processing in Clouds. 355-367 - Yiannis Georgiou, Naweiluo Zhou, Li Zhong, Dennis Hoppe, Marcin Pospieszny, Nikela Papadopoulou, Kostis Nikas, Orestis Lagkas Nikolos, Pavlos Kranas, Sophia Karagiorgou, Eric Pascolo, Michael Mercier, Pedro Velho:
Converging HPC, Big Data and Cloud Technologies for Precision Agriculture Data Analytics on Supercomputers. 368-379
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