The SAGE project: a storage centric approach for exascale computing: invited paper. - 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 (CF, 2018)

NVIDIA Tensor Core Programmability, Performance & Precision. - Stefano Markidis; Steven Wei Der Chien; Erwin Laure; Ivy Bo Peng; Jeffrey S. Vetter (IPDPS Workshops, 2018)

Characterizing Deep-Learning I/O Workloads in TensorFlow. - Steven Wei Der Chien; Stefano Markidis; Chaitanya Prasad Sishtla; Luís Santos; Pawel Andrzej Herman; Sai Narasimhamurthy; Erwin Laure (PDSW-DISCS@SC, 2018)

Exploring Scientific Application Performance Using Large Scale Object Storage. - Steven Wei Der Chien; Stefano Markidis; Rami Karim; Erwin Laure; Sai Narasimhamurthy (ISC Workshops, 2018)

The SAGE Project: a Storage Centric Approach for Exascale Computing. - 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 (CoRR, 2018)

Multi-GPU Acceleration of the iPIC3D Implicit Particle-in-Cell Code. - Chaitanya Prasad Sishtla; Steven Wei Der Chien; Vyacheslav Olshevsky; Erwin Laure; Stefano Markidis (ICCS (5), 2019)

TensorFlow Doing HPC. - Steven Wei Der Chien; Stefano Markidis; Vyacheslav Olshevsky; Yaroslav Bulatov; Erwin Laure; Jeffrey S. Vetter (IPDPS Workshops, 2019)

Posit NPB: Assessing the Precision Improvement in HPC Scientific Applications. - Steven Wei Der Chien; Ivy Bo Peng; Stefano Markidis (PPAM (1), 2019)

Performance Evaluation of Advanced Features in CUDA Unified Memory. - Steven Wei Der Chien; Ivy Bo Peng; Stefano Markidis (MCHPC@SC, 2019)

The Role of Interactive Super-Computing in Using HPC for Urgent Decision Making. - Nick Brown 002; Rupert Nash; Gordon Gibb; Bianca Prodan; Max Kontak; Vyacheslav Olshevsky; Wei Der Chien (ISC Workshops, 2019)

Automated classification of plasma regions using 3D particle energy distribution. - Vyacheslav Olshevsky; Yuri V. Khotyaintsev; Andrey Divin; Gian Luca Delzanno; Sven Anderzen; Pawel Andrzej Herman; Steven Wei Der Chien; Levon Avanov; Stefano Markidis (CoRR, 2019)

tf-Darshan: Understanding Fine-grained I/O Performance in Machine Learning Workloads. - Steven Wei Der Chien; Artur Podobas; Ivy Bo Peng; Stefano Markidis (CLUSTER, 2020)

sputniPIC: An Implicit Particle-in-Cell Code for Multi-GPU Systems. - Steven Wei Der Chien; Jonas Nylund; Gabriel Bengtsson; Ivy Bo Peng; Artur Podobas; Stefano Markidis (SBAC-PAD, 2020)

Higgs Boson Classification: Brain-inspired BCPNN Learning with StreamBrain. - Martin Svedin; Artur Podobas; Steven Wei Der Chien; Stefano Markidis (CLUSTER, 2021)

StreamBrain: An HPC Framework for Brain-like Neural Networks on CPUs, GPUs and FPGAs. - Artur Podobas; Martin Svedin; Steven Wei Der Chien; Ivy Bo Peng; Naresh Balaji Ravichandran; Pawel Andrzej Herman; Anders Lansner; Stefano Markidis (HEART, 2021)

Benchmarking the Nvidia GPU Lineage: From Early K80 to Modern A100 with Asynchronous Memory Transfers. - Martin Svedin; Steven Wei Der Chien; Gibson Chikafa; Niclas Jansson; Artur Podobas (HEART, 2021)

Utilising urgent computing to tackle the spread of mosquito-borne diseases. - Nick Brown 002; Rupert Nash; Piero Poletti; Giorgio Guzzetta; Mattia Manica; Agnese Zardini; Markus Flatken; Jules Vidal; Charles Gueunet; Evgenij Belikov; Julien Tierny; Artur Podobas; et al. (UrgentHPC@SC, 2021)

Benchmarking the Nvidia GPU Lineage. - Martin Svedin; Steven Wei Der Chien; Gibson Chikafa; Niclas Jansson; Artur Podobas (CoRR, 2021)

FlexPort: transport scale-out with modern NICs. - Shuo Li; Steven Wei Der Chien; Michio Honda (StudentWorkshop@CoNEXT, 2022)

NoaSci: A Numerical Object Array Library for I/O of Scientific Applications on Object Storage. - Steven Wei Der Chien; Artur Podobas; Martin Svedin; Andriy Tkachuk; Salem El Sayed; Pawel Andrzej Herman; Ganesan Umanesan; Sai Narasimhamurthy; Stefano Markidis (PDP, 2022)

Workflows to Driving High-Performance Interactive Supercomputing for Urgent Decision Making. - Nick Brown 002; Rupert Nash; Gordon Gibb; Evgenij Belikov; Artur Podobas; Wei Der Chien; Stefano Markidis; Markus Flatken; Andreas Gerndt (ISC Workshops, 2022)

In situ visualization of large-scale turbulence simulations in Nek5000 with ParaView Catalyst. - 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; et al. (J. Supercomput., 2022)

Large-scale I/O Models for Traditional and Emerging HPC Workloads on Next-Generation HPC Storage Systems. - Wei Der Chien (2022)

Improving Cloud Storage Network Bandwidth Utilization of Scientific Applications. - Steven Wei Der Chien; Kento Sato; Artur Podobas; Niclas Jansson; Stefano Markidis; Michio Honda (APNet, 2023)

VESTEC: Visual Exploration and Sampling Toolkit for Extreme Computing. - Markus Flatken; Artur Podobas; Riccardo Fellegara; Achim Basermann; Johannes Holke; David Knapp; Max Kontak; Christian Krullikowski; Michael Nolde; Nick Brown 002; Rupert Nash; Gordon Gibb; et al. (IEEE Access, 2023)

Accelerating Scientific Application through Transparent I/O Interposition. - Steven Wei Der Chien; Kento Sato; Artur Podobas; Niclas Jansson; Stefano Markidis; Michio Honda (CoRR, 2024)