They Use WRENCH

Publications, Simulators, and Research enabled by WRENCH

WRENCH Citations

WRENCH has enabled research in 37 research articles. These articles include research outcomes produced by our own team as well as other researchers from the distributed computing community.


  1. WRENCH-Simulator  External  BottleMod: Modeling Data Flows and Tasks for Fast Bottleneck Analysis, A. Loßer, J. Witzke, F. Schintke, B. Scheuermann, 2025.
  2. WRENCH-Simulator  Determining Levels of Detail for Simulators of Parallel and Distributed Computing Systems via Automated Calibration, J. McDonald, Y. Wong, K. Mehta, F. Suter, R. Ferreira da Silva, L. Pottier, E. Deelman, H. Casanova, 2025.
  3. WRENCH-Simulator  External  Surrogate Modeling for Scalable Evaluation of Distributed Computing Systems for HEP Applications, L. Schmid, M. Horzela, V. Zhyla, M. Giffels, G. Quast, A. Koziolek, 2025.
  4. WRENCH-Simulator  Automated Calibration of Parallel and Distributed Computing Simulators: A Case Study, J. McDonald, M. Horzela, F. Suter, H. Casanova, 2024.
  5. WRENCH-Simulator  An exploration of online-simulation-driven portfolio scheduling in workflow management systems, J. McDonald, J. Dobbs, Y. C. Wong, R. Ferreira da Silva, H. Casanova, 2024.
  6. WRENCH-Simulator  Automated Calibration of a Simulator of MPI Application Executions, Y. C. Wong, F. Suter, K. Mehta, H. Casanova, J. McDonald, 2024.
  7. WRENCH-Simulator  Simulation of Large-Scale HPC Storage Systems: Challenges and Methodologies, J. Monniot, F. Tessier, H. Casanova, G. Antoniu, 2024.
  8. WRENCH-Simulator  Automated Calibration of Parallel and Distributed Computing Simulators: A Case Study, J. McDonald, M. Horzela, F. Suter, H. Casanova, 2024.
  9. WRENCH-Simulator  Modeling Distributed Computing Infrastructures for HEP Applications, M. Horzela, H. Casanova, M. Giffels, A. Gottmann, R. Hofsaess, G. Quast, S. R. Tisbeni, A. Streit, F. Suter, 2024.
  10. WRENCH-Simulator  External  Precise makespan optimization via hybrid genetic algorithm for scientific workflow scheduling problem, P. Barredo, J. Puente, 2023.
  11. WRENCH-Simulator  Modelling Distributed Heterogeneous Computing Infrastructures for HEP Applications, M. Horzela, H. Casanova, M. Giffels, A. Gottmann, R. Hofsaess, G. Quast, S. Rossi Tisbeni, A. Streit, F. Suter, 2023.
  12. WRENCH-Simulator  External  Data-aware and simulation-driven planning of scientific workflows on IaaS clouds, T. N'Takpé, J. E. Gnimassoun, S. Oumtanaga, F. Suter, 2022.
  13. WRENCH-Simulator  WfCommons: A Framework for Enabling Scientific Workflow Research and Development, T. Coleman, H. Casanova, L. Pottier, M. Kaushik, E. Deelman, R. Ferreira da Silva, 2022.
  14. WRENCH-Simulator  Peachy Parallel Assignments (EduPar 2022), H. M. Bücker, H. Casanova, R. Ferreira da Silva, A. Lasserre, D. Luyen, R. Namyst, J. Schoder, P-A. Wacrenier, D. P. Bunde, 2022.
  15. WRENCH-Simulator  On the Feasibility of Simulation-driven Portfolio Scheduling for Cyberinfrastructure Runtime Systems, H. Casanova, Y. C. Wong, L. Pottier, R. Ferreira da Silva, 2022.
  16. WRENCH-Simulator  Co-scheduling Ensembles of In Situ Workflows, T.M.A. Do, L. Pottier, R. Ferreira da Silva, F. Suter, S. Caino-Lores, M. Taufer, E. Deelman, 2022.
  17. WRENCH-Simulator  External  BottleMod: Modeling Data Flows and Tasks for Fast Bottleneck Analysis, A. Losser, J. Witzke, F. Schintke, B. Scheuermann, 2022.
  18. WRENCH-Simulator  External  Robust Makespan Optimization Via Genetic Algorithms On the Scientific Workflow Scheduling Problem, P. Barredo, J. Puente, 2022.
  19. WRENCH-Simulator  Evaluating energy-aware scheduling algorithms for I/O-intensive scientific workflows, T. Coleman, H. Casanova, T. Gwartney, R. Ferreira da Silva, 2021.
  20. WRENCH-Simulator  GLUME: A Strategy for Reducing Workflow Execution Times on Batch-Scheduled Platforms, E. Hataishi, P-F. Dutot, R. Ferreira da Silva, H. Casanova, 2021.
  21. WRENCH-Simulator  Teaching Parallel and Distributed Computing Concepts in Simulation with WRENCH, H. Casanova, R. Tanaka, Koch, William, R. Ferreira da Silva, 2021.
  22. WRENCH-Simulator  WfChef: Automated Generation of Accurate Scientific Workflow Generators, T. Coleman, H. Casanova, R. Ferreira da Silva, 2021.
  23. WRENCH-Simulator  Modeling the Linux page cache for accurate simulation of data-intensive applications, H-D. Do, V. Hayot-Sasson, R. Ferreira da Silva, C. Steele, H. Casanova, T. Glatard, 2021.
  24. WRENCH-Simulator  External  Modeling, Simulation, and Optimization of Variation-Aware Runtime-Reconfigurable Optical Interconnects, Y. Wang, 2021.
  25. WRENCH-Simulator  External  Modeling the Linux Page Cache for Accurate Simulation of Data-Intensive Applications, H-D. Do, 2021.
  26. WRENCH-Simulator  An Approach for Automating the Calibration of Simulations of Parallel and Distributed Computing Systems, W. Koch, 2021.
  27. WRENCH-Simulator  External  Traffic-Adaptive Power Reconfiguration for Energy-Efficient and Energy-Proportional Optical Interconnects, Y. Wang, K. T. Cheng, 2021.
  28. WRENCH-Simulator  Emerging Frameworks for Advancing Scientific Workflows Research, Development, and Education, H. Casanova, E. Deelman, S. Gesing, M. Hildreth, S. Hudson, W. Koch, J. Larson, M.A. McDowell, N. Meyers, J-L. Navarro, G. Papadimitriou, R. Tanaka, I. Taylor, D. Thain, S.M. Wild, R. Filgueira, R. Ferreira da Silva, 2021.
  29. WRENCH-Simulator  Characterizing, Modeling, and Accurately Simulating Power and Energy Consumption of I/O-intensive Scientific Workflows, R. Ferreira da Silva, H. Casanova, A-C. Orgerie, R. Tanaka, E. Deelman, F. Suter, 2020.
  30. WRENCH-Simulator  External  A Workflow Scheduling Algorithm for Reducing Data Transfers in Cloud IaaS, J. E. Gnimassoun, T. N'Takpe, G. H. F. Diedie, S. Oumtanaga, 2020.
  31. WRENCH-Simulator  Efficient Execution of Scientific Workflows on Batch-Scheduled Clusters, E. Hataishi, 2020.
  32. WRENCH-Simulator  Modeling the Performance of Scientific Workflow Executions on HPC Platforms with Burst Buffers, L. Pottier, R. Ferreira da Silva, H. Casanova, E. Deelman, 2020.
  33. WRENCH-Simulator  WorkflowHub: Community Framework for Enabling Scientific Workflow Research and Development, R. Ferreira da Silva, L. Pottier, T. Coleman, E. Deelman, H. Casanova, 2020.
  34. WRENCH-Simulator  Peachy Parallel Assignments (EduHPC 2020), H. Casanova, R. Ferreira da Silva, A. Gonzalez-Escribano, W. Koch, Y. Torres, D. P. Bunde, 2020.
  35. Using Simple PID-inspired Controllers for Online Resilient Resource Management of Distributed Scientific Workflows, R. Ferreira da Silva, R. Filgueira, E. Deelman, E. Pairo-Castineira, I. M. Overton, M. Atkinson, 2019.
  36. Empowering Agroecosystem Modeling with HTC Scientific Workflows: The Cycles Model Use Case, R. Ferreira da Silva, R. Mayani, Y. Shi, A. R. Kemanian, M. Rynge, E. Deelman, 2019.
  37. WRENCH-Simulator  Accurately Simulating Energy Consumption of I/O-intensive Scientific Workflows, R. Ferreira da Silva, A-C. Orgerie, H. Casanova, R. Tanaka, E. Deelman, F. Suter, 2019.
  38. Bridging Concepts and Practice in eScience via Simulation-driven Engineering, R. Ferreira da Silva, H. Casanova, R. Tanaka, F. Suter, 2019.
  39. WRENCH-Simulator  Teaching Parallel and Distributed Computing Concepts in Simulation with WRENCH, R. Tanaka, R. Ferreira da Silva, H. Casanova, 2019.
  40. WRENCH-Simulator  Scheduling Heuristics For Executing Scientific Workflows On Homogeneous Clusters With Globallyand Locally-Accessible Persistent Storage, S. Pandey, 2018.
  41. SMPI Courseware: Teaching Distributed-Memory Computing with MPI in Simulation, H. Casanova, A. Legrand, M. Quinson, F. Suter, 2018.

Simulators

If you would like to publish your WRENCH-enabled simulator in this page, reach out to the team by sending an email to:

 support@wrench-project.org
Pegasus Workflow Management System
WRENCH-based simulator of the Pegasus WMS. It implements HTCondor and DAGMan workflow engine services as simulated core CI services.
  GitHub Repository
WorkQueue Application Execution Framework
WRENCH-based simulator of WorkQueue. It implements HTCondor and Pilot Job services as simulated core CI services.
  GitHub Repository
Burst Buffers
WRENCH-enabled simulator for running scientific workflows on burst buffers architecture.
  GitHub Repository   External
I/O-aware Energy-efficiency Scheduling
WRENCh-enabled simulator for evaluating energy consumption of I/O intensive workflows.
  GitHub Repository