Rafael Ferreira da Silva

Orcid: 0000-0002-1720-0928

Affiliations:
  • Oak Ridge National Laboratory, USA


According to our database1, Rafael Ferreira da Silva authored at least 112 papers between 2011 and 2023.

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Bibliography

2023
Automated generation of scientific workflow generators with WfChef.
Future Gener. Comput. Syst., 2023

Integrating HPC, AI, and Workflows for Scientific Data Analysis (Dagstuhl Seminar 23352).
Dagstuhl Reports, 2023

Science Gateways: Accelerating Research and Education - Part II.
Comput. Sci. Eng., 2023

Science Gateways: Accelerating Research and Education - Part I.
Comput. Sci. Eng., 2023

Workflows Community Summit 2022: A Roadmap Revolution.
CoRR, 2023

Performance assessment of ensembles of in situ workflows under resource constraints.
Concurr. Comput. Pract. Exp., 2023

Julia as a unifying end-to-end workflow language on the Frontier exascale system.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Driving Next-Generation Workflows from the Data Plane.
Proceedings of the 19th IEEE International Conference on e-Science, 2023

Towards Lightweight Data Integration Using Multi-Workflow Provenance and Data Observability.
Proceedings of the 19th IEEE International Conference on e-Science, 2023

Message from the IEEE eScience 2023 Conference Leadership eScience 2023.
Proceedings of the 19th IEEE International Conference on e-Science, 2023

PSI/J: A Portable Interface for Submitting, Monitoring, and Managing Jobs.
Proceedings of the 19th IEEE International Conference on e-Science, 2023

WfCommons: Data Collection and Runtime Experiments using Multiple Workflow Systems.
Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

2022
WfCommons: A framework for enabling scientific workflow research and development.
Future Gener. Comput. Syst., 2022

Workflows Community Summit: Tightening the Integration between Computing Facilities and Scientific Workflows.
CoRR, 2022

Co-scheduling Ensembles of In Situ Workflows.
Proceedings of the IEEE/ACM Workshop on Workflows in Support of Large-Scale Science, 2022


WfBench: Automated Generation of Scientific Workflow Benchmarks.
Proceedings of the IEEE/ACM International Workshop on Performance Modeling, 2022

On the Feasibility of Simulation-Driven Portfolio Scheduling for Cyberinfrastructure Runtime Systems.
Proceedings of the Job Scheduling Strategies for Parallel Processing, 2022

Peachy Parallel Assignments (EduPar 2022).
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

Unveiling User Behavior on Summit Login Nodes as a User.
Proceedings of the Computational Science - ICCS 2022, 2022

PERMAVOST'22 Discussion Panel: Domain Scientists vs. Performance Analysis Tools: Advancing in HPC.
Proceedings of the PERMAVOST@HPDC 2022: Proceedings of the 2nd Workshop on Performance EngineeRing, 2022

SIM-SITU: A Framework for the Faithful Simulation of in situ Processing.
Proceedings of the 18th IEEE International Conference on e-Science, 2022

Pseudonymization at Scale: OLCF's Summit Usage Data Case Study.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making.
ACM Trans. Interact. Intell. Syst., 2021

Teaching parallel and distributed computing concepts in simulation with WRENCH.
J. Parallel Distributed Comput., 2021

A lightweight method for evaluating <i>in situ</i> workflow efficiency.
J. Comput. Sci., 2021

The Pegasus workflow management system: Translational computer science in practice.
J. Comput. Sci., 2021

Special issue on workflows in support of large-scale science.
Future Gener. Comput. Syst., 2021

End-to-end online performance data capture and analysis for scientific workflows.
Future Gener. Comput. Syst., 2021

SIM-SITU: A Framework for the Faithful Simulation of in-situ Workflows.
CoRR, 2021

Workflows Community Summit: Advancing the State-of-the-art of Scientific Workflows Management Systems Research and Development.
CoRR, 2021

Workflows Community Summit: Bringing the Scientific Workflows Community Together.
CoRR, 2021

Blueprint: Cyberinfrastructure Center of Excellence.
CoRR, 2021


Emerging Frameworks for Advancing Scientific Workflows Research, Development, and Education.
Proceedings of the 2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS), 2021

GLUME: A Strategy for Reducing Workflow Execution Times on Batch-Scheduled Platforms.
Proceedings of the Job Scheduling Strategies for Parallel Processing, 2021

Assessing Resource Provisioning and Allocation of Ensembles of In Situ Workflows.
Proceedings of the ICPP Workshops 2021: 50th International Conference on Parallel Processing, 2021

Evaluating Energy-Aware Scheduling Algorithms for I/O-Intensive Scientific Workflows.
Proceedings of the Computational Science - ICCS 2021, 2021

Peachy Parallel Assignments (EduHPC 2021).
Proceedings of the 9th IEEE/ACM Workshop on Education for High Performance Computing, 2021

A Roadmap to Robust Science for High-throughput Applications: The Scientists' Perspective.
Proceedings of the 17th IEEE International Conference on eScience, 2021

WfChef: Automated Generation of Accurate Scientific Workflow Generators.
Proceedings of the 17th IEEE International Conference on eScience, 2021

Serverless Containers - Rising Viable Approach to Scientific Workflows.
Proceedings of the 17th IEEE International Conference on eScience, 2021

A Roadmap to Robust Science for High-throughput Applications: The Developers' Perspective.
Proceedings of the IEEE International Conference on Cluster Computing, 2021

Modeling the Linux page cache for accurate simulation of data-intensive applications.
Proceedings of the IEEE International Conference on Cluster Computing, 2021

2020
Characterizing, Modeling, and Accurately Simulating Power and Energy Consumption of I/O-intensive Scientific Workflows.
J. Comput. Sci., 2020

Developing accurate and scalable simulators of production workflow management systems with WRENCH.
Future Gener. Comput. Syst., 2020

WorkflowHub: Community Framework for Enabling Scientific Workflow Research and Development - Technical Report.
CoRR, 2020

WorkflowHub: Community Framework for Enabling Scientific Workflow Research and Development.
Proceedings of the IEEE/ACM Workflows in Support of Large-Scale Science, 2020

Peachy Parallel Assignments (EduHPC 2020).
Proceedings of the IEEE/ACM Workshop on Education for High-Performance Computing, 2020

Lightning Talks of EduHPC 2020.
Proceedings of the IEEE/ACM Workshop on Education for High-Performance Computing, 2020

A Novel Metric to Evaluate In Situ Workflows.
Proceedings of the Computational Science - ICCS 2020, 2020

Modeling the Performance of Scientific Workflow Executions on HPC Platforms with Burst Buffers.
Proceedings of the IEEE International Conference on Cluster Computing, 2020

2019
Using simple PID-inspired controllers for online resilient resource management of distributed scientific workflows.
Future Gener. Comput. Syst., 2019

Measuring the impact of burst buffers on data-intensive scientific workflows.
Future Gener. Comput. Syst., 2019

Collaborative circuit designs using the CRAFT repository.
Future Gener. Comput. Syst., 2019

The Evolution of the Pegasus Workflow Management Software.
Comput. Sci. Eng., 2019

Teaching Parallel and Distributed Computing Concepts in Simulation with WRENCH.
Proceedings of the 2019 IEEE/ACM Workshop on Education for High-Performance Computing, 2019

An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models.
Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

Accurately Simulating Energy Consumption of I/O-Intensive Scientific Workflows.
Proceedings of the Computational Science - ICCS 2019, 2019

Custom Execution Environments with Containers in Pegasus-Enabled Scientific Workflows.
Proceedings of the 15th International Conference on eScience, 2019

Characterizing In Situ and In Transit Analytics of Molecular Dynamics Simulations for Next-Generation Supercomputers.
Proceedings of the 15th International Conference on eScience, 2019

Bridging Concepts and Practice in eScience via Simulation-Driven Engineering.
Proceedings of the 15th International Conference on eScience, 2019

Empowering Agroecosystem Modeling with HTC Scientific Workflows: The Cycles Model Use Case.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Exploration of Workflow Management Systems Emerging Features from Users Perspectives.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
A Job Sizing Strategy for High-Throughput Scientific Workflows.
IEEE Trans. Parallel Distributed Syst., 2018

IoT-Hub: New IoT Data-Platform for Virtual Research Environments.
Proceedings of the 10th International Workshop on Science Gateways, 2018

2017
PANORAMA: An approach to performance modeling and diagnosis of extreme-scale workflows.
Int. J. High Perform. Comput. Appl., 2017

A characterization of workflow management systems for extreme-scale applications.
Future Gener. Comput. Syst., 2017

Reproducibility of execution environments in computational science using Semantics and Clouds.
Future Gener. Comput. Syst., 2017

Software architectures to integrate workflow engines in science gateways.
Future Gener. Comput. Syst., 2017

Boutiques: a flexible framework for automated application integration in computing platforms.
CoRR, 2017

On the use of burst buffers for accelerating data-intensive scientific workflows.
Proceedings of the 12th Workshop on Workflows in Support of Large-Scale Science, 2017

Accelerating Circuit Realization via a Collaborative Gateway of Innovations.
Proceedings of the 9th International Workshop on Science Gateways, 2017

Distributed workflows for modeling experimental data.
Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Toward Prioritization of Data Flows for Scientific Workflows Using Virtual Software Defined Exchanges.
Proceedings of the 13th IEEE International Conference on e-Science, 2017

2016
Dynamic and Fault-Tolerant Clustering for Scientific Workflows.
IEEE Trans. Cloud Comput., 2016

Pegasus in the Cloud: Science Automation through Workflow Technologies.
IEEE Internet Comput., 2016

Using Simple PID Controllers to Prevent and Mitigate Faults in Scientific Workflows.
Proceedings of the 11th Workshop on Workflows in Support of Large-Scale Science co-located with The International Conference for High Performance Computing, 2016

Asterism: Pegasus and Dispel4py Hybrid Workflows for Data-Intensive Science.
Proceedings of the Seventh International Workshop on Data-Intensive Computing in the Clouds, 2016

Performance Analysis of an I/O-Intensive Workflow Executing on Google Cloud and Amazon Web Services.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

Toward an End-to-End Framework for Modeling, Monitoring and Anomaly Detection for Scientific Workflows.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

Analyzing users in parallel computing: A user-oriented study.
Proceedings of the International Conference on High Performance Computing & Simulation, 2016

Increasing waiting time satisfaction in parallel job scheduling via a flexible MILP approach.
Proceedings of the International Conference on High Performance Computing & Simulation, 2016

Understanding User Behavior: From HPC to HTC.
Proceedings of the International Conference on Computational Science 2016, 2016

Consecutive Job Submission Behavior at Mira Supercomputer.
Proceedings of the 25th ACM International Symposium on High-Performance Parallel and Distributed Computing, 2016

Workflow Performance Profiles: Development and Analysis.
Proceedings of the Euro-Par 2016: Parallel Processing Workshops, 2016

Science automation in practice: Performance data farming in workflows.
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

Automating environmental computing applications with scientific workflows.
Proceedings of the 12th IEEE International Conference on e-Science, 2016

2015
Online Task Resource Consumption Prediction for Scientific Workflows.
Parallel Process. Lett., 2015

Reproducibility of neuroimaging analyses across operating systems.
Frontiers Neuroinformatics, 2015

Pegasus, a workflow management system for science automation.
Future Gener. Comput. Syst., 2015

Using imbalance metrics to optimize task clustering in scientific workflow executions.
Future Gener. Comput. Syst., 2015

Characterizing a High Throughput Computing Workload: The Compact Muon Solenoid (CMS) Experiment at LHC.
Proceedings of the International Conference on Computational Science, 2015

Practical Resource Monitoring for Robust High Throughput Computing.
Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015

2014
Standing Together for Reproducibility in Large-Scale Computing: Report on reproducibility@XSEDE.
CoRR, 2014

Controlling fairness and task granularity in distributed, online, non-clairvoyant workflow executions.
Concurr. Comput. Pract. Exp., 2014

A cleanup algorithm for implementing storage constraints in scientific workflow executions.
Proceedings of the 9th Workshop on Workflows in Support of Large-Scale Science, 2014

A Semantic-Based Approach to Attain Reproducibility of Computational Environments in Scientific Workflows: A Case Study.
Proceedings of the Euro-Par 2014: Parallel Processing Workshops, 2014

Community Resources for Enabling Research in Distributed Scientific Workflows.
Proceedings of the 10th IEEE International Conference on e-Science, 2014

2013
A science-gateway for workflow executions : Online and non-clairvoyant self-healing of workflow executions on grids. (Auto-guérison en ligne et non clairvoyante des exécutions de chaînes de traitement sur grilles de calcul : Méthodes et évaluation dans une science-gateway pour l'imagerie médicale).
PhD thesis, 2013

A Virtual Imaging Platform for Multi-Modality Medical Image Simulation.
IEEE Trans. Medical Imaging, 2013

Self-healing of workflow activity incidents on distributed computing infrastructures.
Future Gener. Comput. Syst., 2013

Monte Carlo simulation on heterogeneous distributed systems: A computing framework with parallel merging and checkpointing strategies.
Future Gener. Comput. Syst., 2013

Toward fine-grained online task characteristics estimation in scientific workflows.
Proceedings of WORKS 2013: 8th Workshop On Workflows in Support of Large-Scale Science, 2013

On-Line, Non-clairvoyant Optimization of Workflow Activity Granularity on Grids.
Proceedings of the Euro-Par 2013 Parallel Processing, 2013

Workflow Fairness Control on Online and Non-clairvoyant Distributed Computing Platforms.
Proceedings of the Euro-Par 2013 Parallel Processing, 2013

Balanced Task Clustering in Scientific Workflows.
Proceedings of the 9th IEEE International Conference on eScience, 2013

Introducing PRECIP: An API for Managing Repeatable Experiments in the Cloud.
Proceedings of the IEEE 5th International Conference on Cloud Computing Technology and Science, 2013

2012
Multi-modality image simulation with the Virtual Imaging Platform: Illustration on cardiac echography and MRI.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

A Science-Gateway Workload Archive to Study Pilot Jobs, User Activity, Bag of Tasks, Task Sub-steps, and Workflow Executions.
Proceedings of the Euro-Par 2012: Parallel Processing Workshops, 2012

Self-Healing of Operational Workflow Incidents on Distributed Computing Infrastructures.
Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012

2011
Multi-modality medical image simulation of biological models with the Virtual Imaging Platform (VIP).
Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011


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