The future of scientific workflows

E Deelman, T Peterka, I Altintas… - … Journal of High …, 2018 - journals.sagepub.com
Today's computational, experimental, and observational sciences rely on computations that
involve many related tasks. The success of a scientific mission often hinges on the computer …

A checkpoint of research on parallel i/o for high-performance computing

FZ Boito, EC Inacio, JL Bez, POA Navaux… - ACM Computing …, 2018 - dl.acm.org
We present a comprehensive survey on parallel I/O in the high-performance computing
(HPC) context. This is an important field for HPC because of the historic gap between …

The role of machine learning in scientific workflows

E Deelman, A Mandal, M Jiang… - … Journal of High …, 2019 - journals.sagepub.com
Machine learning (ML) is being applied in a number of everyday contexts from image
recognition, to natural language processing, to autonomous vehicles, to product …

Wfbench: Automated generation of scientific workflow benchmarks

T Coleman, H Casanova, K Maheshwari… - 2022 IEEE/ACM …, 2022 - ieeexplore.ieee.org
The prevalence of scientific workflows with high computational demands calls for their
execution on various distributed computing platforms, including large-scale leadership-class …

Reusability first: Toward FAIR workflows

M Wolf, J Logan, K Mehta, D Jacobson… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
The FAIR principles of open science (Findable, Accessible, Interoperable, and Reusable)
have had transformative effects on modern large-scale computational science. In particular …

Automatic generation of benchmarks for I/O-intensive parallel applications

M Hao, W Zhang, Y Zhang, M Snir, LT Yang - Journal of Parallel and …, 2019 - Elsevier
The benchmarks of I/O-intensive parallel applications are important for evaluating and
optimizing HPC softwares and hardwares. However, extracting high-fidelity benchmarks …

Replicating HPC I/O workloads with proxy applications

J Dickson, S Wright, S Maheswaran… - 2016 1st Joint …, 2016 - ieeexplore.ieee.org
Large scale simulation performance is dependent on a number of components, however the
task of investigation and optimization has long favored computational and communication …

Application skeletons: Construction and use in eScience

DS Katz, A Merzky, Z Zhang, S Jha - Future Generation Computer Systems, 2016 - Elsevier
Computer scientists who work on tools and systems to support eScience (a variety of parallel
and distributed) applications usually use actual applications to prove that their systems will …

A serious game to improve posture and spinal health while having fun

MAF Rodrigues, DV Macedo, HP Pontes… - … on Serious Games …, 2016 - ieeexplore.ieee.org
We present a serious game which we believe that has the potential to improve posture and
spinal health while still having fun. In our game, we correct postural deviations and perform …

Integrating abstractions to enhance the execution of distributed applications

M Turilli, F Liu, Z Zhang, A Merzky… - 2016 IEEE …, 2016 - ieeexplore.ieee.org
One of the factors that limits the scale, performance, and sophistication of distributed
applications is the difficulty of concurrently executing them on multiple distributed computing …