Integrating quantum computing resources into scientific HPC ecosystems

T Beck, A Baroni, R Bennink, G Buchs… - Future Generation …, 2024 - Elsevier
Quantum Computing (QC) offers significant potential to enhance scientific discovery in fields
such as quantum chemistry, optimization, and artificial intelligence. Yet QC faces challenges …

Workflows community summit 2024: Future trends and challenges in scientific workflows

RF Da Silva, D Bard, K Chard, S de Witt… - arxiv preprint arxiv …, 2024 - arxiv.org
The Workflows Community Summit gathered 111 participants from 18 countries to discuss
emerging trends and challenges in scientific workflows, focusing on six key areas: time …

Jobflow: Computational workflows made simple

AS Rosen, M Gallant, J George, J Riebesell… - Journal of Open …, 2024 - joss.theoj.org
We present Jobflow, a domain-agnostic Python package for writing computational workflows
tailored for high-throughput computing applications. With its simple decorator-based …

Frontiers in scientific workflows: Pervasive integration with high-performance computing

RF Da Silva, RM Badia, D Bard, IT Foster, S Jha… - Computer, 2024 - ieeexplore.ieee.org
We address the increasing complexity of scientific workflows in the context of high-
performance computing (HPC) and their associated need for robust, adaptable, and flexible …

PSI/J: A portable interface for submitting, monitoring, and managing jobs

M Hategan-Marandiuc, A Merzky… - 2023 IEEE 19th …, 2023 - ieeexplore.ieee.org
It is generally desirable for high-performance computing (HPC) applications to be portable
between HPC systems, for example to make use of more performant hardware, make …

Towards lightweight data integration using multi-workflow provenance and data observability

R Souza, TJ Skluzacek, SR Wilkinson… - 2023 IEEE 19th …, 2023 - ieeexplore.ieee.org
Modern large-scale scientific discovery requires multidisciplinary collaboration across
diverse computing facilities, including High Performance Computing (HPC) machines and …

Driving next-generation workflows from the data plane

F Suter, RF Da Silva, A Gainaru… - 2023 IEEE 19th …, 2023 - ieeexplore.ieee.org
We observe the emergence of a new generation of scientific workflows that process data
produced at a sustained rate by scientific instruments and large scale numerical simulations …

Performance of a distributed apriori algorithm using the serverless functions of the apollo framework

M Shahin, SA Shah, R Sharma, T Ghasempouri… - Computer Science On …, 2024 - Springer
Early diagnosis and accurate judgment are paramount in cancer diagnosis and treatment.
Establishing an effective cancer early warning system is crucial to improve patient outcomes …

ProvLight: Efficient workflow provenance capture on the edge-to-cloud continuum

D Rosendo, M Mattoso, A Costan… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
Modern scientific workflows require hybrid infrastructures combining numerous
decentralized resources on the IoT/Edge interconnected to Cloud/HPC systems (aka the …

Julia as a unifying end-to-end workflow language on the frontier exascale system

WF Godoy, P Valero-Lara, C Anderson… - Proceedings of the SC' …, 2023 - dl.acm.org
We evaluate Julia as a single language and ecosystem paradigm powered by LLVM to
develop workflow components for high-performance computing. We run a Gray-Scott, 2 …