From desktop to large-scale model exploration with Swift/T

J Ozik, NT Collier, JM Wozniak… - 2016 Winter Simulation …, 2016 - ieeexplore.ieee.org
As high-performance computing resources have become increasingly available, new modes
of computational processing and experimentation have become possible. This tutorial …

Different aspects of workflow scheduling in large-scale distributed systems

GL Stavrinides, FR Duro, HD Karatza, JG Blas… - … Modelling Practice and …, 2017 - Elsevier
As large-scale distributed systems gain momentum, the scheduling of workflow applications
with multiple requirements in such computing platforms has become a crucial area of …

Capturing and analyzing provenance from spark-based scientific workflows with SAMbA-RaP

T Guedes, LB Martins, MLF Falci, V Silva… - Future Generation …, 2020 - Elsevier
Several scientists have moved their IO-and CPU-intensive workflows to Data-Intensive
Scalable Computing (DISC) frameworks aiming at benefit from high scalability, broad …

[HTML][HTML] Distributed in-memory data management for workflow executions

R Souza, V Silva, AAB Lima, D de Oliveira… - PeerJ Computer …, 2021 - peerj.com
Complex scientific experiments from various domains are typically modeled as workflows
and executed on large-scale machines using a Parallel Workflow Management System …

Cost-and time-based data deployment for improving scheduling efficiency in distributed clouds

C Li, Y Zhang, X Qu, Y Luo - The Computer Journal, 2022 - academic.oup.com
In recent years, with the continuous development of internet of things and cloud computing
technologies, data intensive applications have gotten more and more attention. In the …

Methodological approach to data-centric cloudification of scientific iterative workflows

S Caíno-Lores, A Lapin, P Kropf, J Carretero - International Conference on …, 2016 - Springer
The computational complexity and the constantly increasing amount of input data for
scientific computing models is threatening their scalability. In addition, this is leading …

[PDF][PDF] I/O-Focused Cost Model for the Exploitation of Public Cloud Resources in Data-Intensive Workflows.

FR Duro, JG Blas, J Carretero - ICA3PP Workshops, 2016 - researchgate.net
Ultrascale computing systems will blur the line between HPC and cloud platforms,
transparently offering to the end-user every possible available computing resource …

Highlights of X-Stack ExM Deliverable Swift/T

JM Wozniak - 2016 - osti.gov
Swift/T is a key success from the ExM: System support for extreme-scale, many-task
applications1 X-Stack project, which proposed to use concurrent dataflow as an innovative …

[PDF][PDF] Supporting User Steering In Large-Scale Workflows With Provenance Data

R Souza - 2019 - researchgate.net
How to enable computational scientists and engineers to monitor and understand their
experiments when they are steering them on large-scale computers? This is the central …

[PDF][PDF] FROM DESKTOP TO LARGE-SCALE MODEL EXPLORATION WITH SWIFT/T

TMK Roeder, PI Frazier, R Szechtman, E Zhou… - mcs.anl.gov
As high-performance computing resources have become increasingly available, new modes
of computational processing and experimentation have become possible. This tutorial …