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ORCIDSteven Wei Der Chien
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Books and Theses
- 2022
[b1]Wei Der Chien:
Large-scale I/O Models for Traditional and Emerging HPC Workloads on Next-Generation HPC Storage Systems. KTH Royal Institute of Technology, Sweden, 2022
Journal Articles
- 2023
- [j2]Markus Flatken
, Artur Podobas, Riccardo Fellegara, Achim Basermann, Johannes Holke, David Knapp, Max Kontak, Christian Krullikowski, Michael Nolde, Nick Brown, Rupert Nash, Gordon Gibb, Evgenij Belikov, Steven Wei Der Chien, Stefano Markidis, Pierre Guillou, Julien Tierny, Jules Vidal, Charles Gueunet, Johannes Günther, Miroslaw Pawlowski, Piero Poletti, Giorgio Guzzetta, Mattia Manica, Agnese Zardini, Jean-Pierre Chaboureau, Miguel Mendes, Adrián Cardil, Santiago Monedero, Joaquín Ramírez, Andreas Gerndt:
VESTEC: Visual Exploration and Sampling Toolkit for Extreme Computing. IEEE Access 11: 87805-87834 (2023) - 2022
- [j1]Marco Atzori, Wiebke Köpp, Steven Wei Der Chien, Daniele Massaro, Fermín Mallor, Adam Peplinski, Mohamad Rezaei, Niclas Jansson, Stefano Markidis, Ricardo Vinuesa, Erwin Laure, Philipp Schlatter, Tino Weinkauf:
In situ visualization of large-scale turbulence simulations in Nek5000 with ParaView Catalyst. J. Supercomput. 78(3): 3605-3620 (2022)
Conference and Workshop Papers
- 2023
- [c19]Steven Wei Der Chien, Kento Sato, Artur Podobas, Niclas Jansson, Stefano Markidis, Michio Honda:
Improving Cloud Storage Network Bandwidth Utilization of Scientific Applications. APNet 2023: 172-173 - 2022
- [c18]Shuo Li, Steven Wei Der Chien, Michio Honda:
FlexPort: transport scale-out with modern NICs. StudentWorkshop@CoNEXT 2022: 15-16 - [c17]Steven Wei Der Chien, Artur Podobas, Martin Svedin, Andriy Tkachuk, Salem El Sayed, Pawel Andrzej Herman, Ganesan Umanesan, Sai Narasimhamurthy, Stefano Markidis:
NoaSci: A Numerical Object Array Library for I/O of Scientific Applications on Object Storage. PDP 2022: 172-176 - [c16]Nick Brown, Rupert Nash, Gordon Gibb, Evgenij Belikov, Artur Podobas, Wei Der Chien, Stefano Markidis, Markus Flatken, Andreas Gerndt:
Workflows to Driving High-Performance Interactive Supercomputing for Urgent Decision Making. ISC Workshops 2022: 233-244 - 2021
- [c15]Martin Svedin, Artur Podobas, Steven Wei Der Chien, Stefano Markidis:
Higgs Boson Classification: Brain-inspired BCPNN Learning with StreamBrain. CLUSTER 2021: 705-710 - [c14]Artur Podobas, Martin Svedin, Steven Wei Der Chien, Ivy Bo Peng, Naresh Balaji Ravichandran, Pawel Andrzej Herman, Anders Lansner, Stefano Markidis:
StreamBrain: An HPC Framework for Brain-like Neural Networks on CPUs, GPUs and FPGAs. HEART 2021: 8:1-8:6 - [c13]Martin Svedin, Steven Wei Der Chien, Gibson Chikafa, Niclas Jansson, Artur Podobas:
Benchmarking the Nvidia GPU Lineage: From Early K80 to Modern A100 with Asynchronous Memory Transfers. HEART 2021: 9:1-9:6 - [c12]Nick Brown, Rupert Nash, Piero Poletti, Giorgio Guzzetta, Mattia Manica, Agnese Zardini, Markus Flatken, Jules Vidal, Charles Gueunet, Evgenij Belikov, Julien Tierny, Artur Podobas, Wei Der Chien, Stefano Markidis, Andreas Gerndt:
Utilising urgent computing to tackle the spread of mosquito-borne diseases. UrgentHPC@SC 2021: 36-44 - 2020
- [c11]Steven Wei Der Chien, Artur Podobas, Ivy Bo Peng, Stefano Markidis:
tf-Darshan: Understanding Fine-grained I/O Performance in Machine Learning Workloads. CLUSTER 2020: 359-370 - [c10]Steven Wei Der Chien, Jonas Nylund, Gabriel Bengtsson, Ivy Bo Peng, Artur Podobas, Stefano Markidis:
sputniPIC: An Implicit Particle-in-Cell Code for Multi-GPU Systems. SBAC-PAD 2020: 149-156 - 2019
- [c9]Chaitanya Prasad Sishtla, Steven Wei Der Chien, Vyacheslav Olshevsky, Erwin Laure, Stefano Markidis:
Multi-GPU Acceleration of the iPIC3D Implicit Particle-in-Cell Code. ICCS (5) 2019: 612-618 - [c8]Steven Wei Der Chien, Stefano Markidis, Vyacheslav Olshevsky, Yaroslav Bulatov, Erwin Laure, Jeffrey S. Vetter:
TensorFlow Doing HPC. IPDPS Workshops 2019: 509-518 - [c7]Steven Wei Der Chien, Ivy Bo Peng, Stefano Markidis:
Posit NPB: Assessing the Precision Improvement in HPC Scientific Applications. PPAM (1) 2019: 301-310 - [c6]Steven Wei Der Chien, Ivy Bo Peng, Stefano Markidis:
Performance Evaluation of Advanced Features in CUDA Unified Memory. MCHPC@SC 2019: 50-57 - [c5]Nick Brown, Rupert Nash, Gordon Gibb, Bianca Prodan, Max Kontak, Vyacheslav Olshevsky, Wei Der Chien:
The Role of Interactive Super-Computing in Using HPC for Urgent Decision Making. ISC Workshops 2019: 528-540 - 2018
- [c4]Sai Narasimhamurthy, Nikita Danilov, Sining Wu, Ganesan Umanesan, Steven Wei Der Chien, Sergio Rivas-Gomez, Ivy Bo Peng, Erwin Laure, Shaun De Witt, Dirk Pleiter, Stefano Markidis:
The SAGE project: a storage centric approach for exascale computing: invited paper. CF 2018: 287-292 - [c3]Stefano Markidis, Steven Wei Der Chien, Erwin Laure, Ivy Bo Peng, Jeffrey S. Vetter:
NVIDIA Tensor Core Programmability, Performance & Precision. IPDPS Workshops 2018: 522-531 - [c2]Steven Wei Der Chien, Stefano Markidis, Chaitanya Prasad Sishtla, Luís Santos, Pawel Andrzej Herman, Sai Narasimhamurthy, Erwin Laure:
Characterizing Deep-Learning I/O Workloads in TensorFlow. PDSW-DISCS@SC 2018: 54-63 - [c1]Steven Wei Der Chien, Stefano Markidis, Rami Karim, Erwin Laure, Sai Narasimhamurthy:
Exploring Scientific Application Performance Using Large Scale Object Storage. ISC Workshops 2018: 117-130
Informal and Other Publications
- 2024
- [i18]Steven Wei Der Chien, Kento Sato, Artur Podobas, Niclas Jansson, Stefano Markidis, Michio Honda:
Accelerating Scientific Application through Transparent I/O Interposition. CoRR abs/2401.14576 (2024) - 2022
- [i17]Nick Brown, Rupert Nash, Gordon Gibb, Evgenij Belikov, Artur Podobas, Wei Der Chien, Stefano Markidis, Markus Flatken, Andreas Gerndt:
Workflows to driving high-performance interactive supercomputing for urgent decision making. CoRR abs/2206.14103 (2022) - 2021
- [i16]Martin Svedin, Steven Wei Der Chien, Gibson Chikafa, Niclas Jansson, Artur Podobas:
Benchmarking the Nvidia GPU Lineage. CoRR abs/2106.04979 (2021) - [i15]Artur Podobas, Martin Svedin, Steven Wei Der Chien, Ivy Bo Peng, Naresh Balaji Ravichandran, Pawel Andrzej Herman, Anders Lansner, Stefano Markidis:
StreamBrain: An HPC Framework for Brain-like Neural Networks on CPUs, GPUs and FPGAs. CoRR abs/2106.05373 (2021) - [i14]Martin Svedin, Artur Podobas, Steven Wei Der Chien, Stefano Markidis:
Higgs Boson Classification: Brain-inspired BCPNN Learning with StreamBrain. CoRR abs/2107.06676 (2021) - [i13]Nick Brown, Rupert Nash, Piero Poletti, Giorgio Guzzetta, Mattia Manica, Agnese Zardini, Markus Flatken, Jules Vidal, Charles Gueunet, Evgenij Belikov, Julien Tierny, Artur Podobas, Wei Der Chien, Stefano Markidis, Andreas Gerndt:
Utilising urgent computing to tackle the spread of mosquito-borne diseases. CoRR abs/2111.05654 (2021) - 2020
- [i12]Steven Wei Der Chien, Artur Podobas, Ivy Bo Peng, Stefano Markidis:
tf-Darshan: Understanding Fine-grained I/O Performance in Machine Learning Workloads. CoRR abs/2008.04395 (2020) - [i11]Steven Wei Der Chien, Jonas Nylund, Gabriel Bengtsson, Ivy Bo Peng, Artur Podobas, Stefano Markidis:
sputniPIC: an Implicit Particle-in-Cell Code for Multi-GPU Systems. CoRR abs/2008.04397 (2020) - [i10]Nick Brown, Rupert Nash, Gordon Gibb, Bianca Prodan, Max Kontak, Vyacheslav Olshevsky, Wei Der Chien:
The role of interactive super-computing in using HPC for urgent decision making. CoRR abs/2010.08774 (2020) - 2019
- [i9]Steven Wei Der Chien, Stefano Markidis, Vyacheslav Olshevsky, Yaroslav Bulatov, Erwin Laure, Jeffrey S. Vetter:
TensorFlow Doing HPC. CoRR abs/1903.04364 (2019) - [i8]Chaitanya Prasad Sishtla, Steven Wei Der Chien, Vyacheslav Olshevsky, Erwin Laure, Stefano Markidis:
Multi-GPU Acceleration of the iPIC3D Implicit Particle-in-Cell Code. CoRR abs/1904.03684 (2019) - [i7]Steven Wei Der Chien, Ivy Bo Peng, Stefano Markidis:
Posit NPB: Assessing the Precision Improvement in HPC Scientific Applications. CoRR abs/1907.05917 (2019) - [i6]Vyacheslav Olshevsky, Yuri V. Khotyaintsev, Andrey Divin, Gian Luca Delzanno, Sven Anderzen, Pawel Andrzej Herman, Steven Wei Der Chien, Levon Avanov, Stefano Markidis:
Automated classification of plasma regions using 3D particle energy distribution. CoRR abs/1908.05715 (2019) - [i5]Steven Wei Der Chien, Ivy Bo Peng, Stefano Markidis:
Performance Evaluation of Advanced Features in CUDA Unified Memory. CoRR abs/1910.09598 (2019) - 2018
- [i4]Stefano Markidis, Steven Wei Der Chien, Erwin Laure, Ivy Bo Peng, Jeffrey S. Vetter:
NVIDIA Tensor Core Programmability, Performance & Precision. CoRR abs/1803.04014 (2018) - [i3]Steven Wei Der Chien, Stefano Markidis, Rami Karim, Erwin Laure, Sai Narasimhamurthy:
Exploring Scientific Application Performance Using Large Scale Object Storage. CoRR abs/1807.02562 (2018) - [i2]Sai Narasimhamurthy, Nikita Danilov, Sining Wu, Ganesan Umanesan, Steven Wei Der Chien, Sergio Rivas-Gomez, Ivy Bo Peng, Erwin Laure, Shaun De Witt, Dirk Pleiter, Stefano Markidis:
The SAGE Project: a Storage Centric Approach for Exascale Computing. CoRR abs/1807.03632 (2018) - [i1]Steven Wei Der Chien, Stefano Markidis, Chaitanya Prasad Sishtla, Luís Santos, Pawel Andrzej Herman, Sai Narasimhamurthy, Erwin Laure:
Characterizing Deep-Learning I/O Workloads in TensorFlow. CoRR abs/1810.03035 (2018)
Coauthor Index
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