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Integrating quantum computing resources into scientific HPC ecosystems
Quantum Computing (QC) offers significant potential to enhance scientific discovery in fields
such as quantum chemistry, optimization, and artificial intelligence. Yet QC faces challenges …
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 …
emerging trends and challenges in scientific workflows, focusing on six key areas: time …
Jobflow: Computational workflows made simple
We present Jobflow, a domain-agnostic Python package for writing computational workflows
tailored for high-throughput computing applications. With its simple decorator-based …
tailored for high-throughput computing applications. With its simple decorator-based …
Frontiers in scientific workflows: Pervasive integration with high-performance computing
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 …
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 …
between HPC systems, for example to make use of more performant hardware, make …
Towards lightweight data integration using multi-workflow provenance and data observability
Modern large-scale scientific discovery requires multidisciplinary collaboration across
diverse computing facilities, including High Performance Computing (HPC) machines and …
diverse computing facilities, including High Performance Computing (HPC) machines and …
Driving next-generation workflows from the data plane
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 …
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
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 …
Establishing an effective cancer early warning system is crucial to improve patient outcomes …
ProvLight: Efficient workflow provenance capture on the edge-to-cloud continuum
Modern scientific workflows require hybrid infrastructures combining numerous
decentralized resources on the IoT/Edge interconnected to Cloud/HPC systems (aka the …
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 …
develop workflow components for high-performance computing. We run a Gray-Scott, 2 …