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Modeling efficiency, reliability and power consumption of multilevel parallel HPC systems using CPUs and GPUs

2012/07/B/ST6/01516

Keywords

Descriptors

  • ST6_2: Systemy komputerowe, systemy równoległe i rozproszone, sieci sensorów, systemy wbudowane, systemy cybernetyczne
  • ST6_12: Obliczenia naukowe, narzędzia modelowania i symulacji

Panel

ST6 – Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems

Host institution

Politechnika Gdańska, Wydział Elektroniki, Telekomunikacji i Informatyki

Voivodeship: pomorskie

Other projects carried out by the institution »

Principal investigator (from the host institution)

dr hab. Paweł Czarnul

Number of co-investigators in the project: 11

Call

OPUS 4 – announced on 2012-09-15

Amount awarded
679 750 PLN
Project start date
2013-07-17
Project end date
2016-01-16
Project duration
30 months (the same as in the proposal)
Project status
Project settled

Equipment purchased [PL]

  1. zestawy komputerowe. Cost: 3 704 PLN

Information in the final report

Publication in academic press/journals (4)

  1. MERPSYS: An environment for simulation of parallel application execution on large scale HPC systems

    Authors:
    Paweł Czarnul, Jarosław Kuchta, Mariusz Matuszek, Jerzy Proficz, Paweł Rościszewski, Michał Wójcik, Julian Szymański
    Academic press:
    Simulation Modelling Practice and Theory (year: 2017, volume: 77, pages: 124-140), Publisher: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.simpat.2017.05.009 – link to the publication

  2. Comparison of selected algorithms for scheduling workflow applications with dynamically changing service availability

    Authors:
    Paweł Czarnul
    Academic press:
    Journal of Zhejiang University SCIENCE C (Computers & Electronics) (year: 2014, volume: 15, pages: 401-422), Publisher: Springer
    Status:
    Published
    DOI:
    10.1631/jzus.C1300270 – link to the publication

  3. Network-aware Data Prefetching Optimization of Computations in a Heterogeneous HPC Framework

    Authors:
    Paweł Rościszewski
    Academic press:
    International Journal of Computer Networks & Communications (IJCNC) (year: 2014, volume: 6, pages: 85-98), Publisher: AIRCC
    Status:
    Published
    DOI:
    10.5121/ijcnc.2014.6506 – link to the publication

  4. KernelHive: a new workflow-based framework for multilevel high performance computing using clusters and workstations with CPUs and GPUs

    Authors:
    Paweł Rościszewski, Paweł Czarnul, Rafał Lewandowski, Marcel Schally-Kacprzak
    Academic press:
    Concurrency and Computation Practice and Experience (year: 2015, volume: patrz strony, pages: opublikowana online, nieprzypisana do woluminu), Publisher: Wiley
    Status:
    Published
    DOI:
    10.1002/cpe.3719 – link to the publication

Articles in post-conference publications (13)

  1. Simulation of parallel similarity measure computations for large data sets

    Authors:
    Paweł Czarnul, Paweł Rościszewski, Mariusz Matuszek, Julian Szymański
    Conference:
    IEEE 2nd International Conference on Cybernetics (CYBCONF) (year: 2015, pages: 472 - 477), Publisher: IEEE
    Date:
    conference 24-26 czerwca
    Status:
    Published

  2. Optimization of Execution Time under Power Consumption Constraints in a Heterogeneous Parallel System with GPUs and CPUs

    Authors:
    Paweł Czarnul, Paweł Rościszewski
    Conference:
    International Conference on Distributed Computing and Networking (year: 2014, pages: 66-80), Publisher: Springer
    Date:
    conference 4-7 stycznia
    Status:
    Published
    DOI:
    link to the publication

  3. Performance and power-aware modeling of MPI applications for cluster computing

    Authors:
    Jerzy Proficz, Paweł Czarnul
    Conference:
    Parallel Processing and Applied Mathematics (year: 2015, pages: 199-209), Publisher: Springer
    Date:
    conference 6-9 września
    Status:
    Published

  4. A regular expression matching application with configurable data intensity for testing heterogeneous HPC systems

    Authors:
    Paweł Rościszewski, Jan Cychnerski, Adam Brzeski
    Conference:
    35th INTERNATIONAL CONFERENCE INFORMATION SYSTEMS ARCHITECTURE AND TECHNOLOGY (year: 2014, pages: 49-58), Publisher: Oficyna Wydawnicza Politechniki Wrocławskiej
    Date:
    conference 21-23 września
    Status:
    Published

  5. A Workflow Application for Parallel Processing of Big Data from an Internet Portal

    Authors:
    Paweł Czarnul
    Conference:
    International Conference on Computational Science (year: 2014, pages: 499-508), Publisher: Elsevier
    Date:
    conference 10-12 czerwca
    Status:
    Published
    DOI:
    link to the publication

  6. Performance Modeling and Prediction of Real Application Workload in a Volunteer-based System

    Authors:
    Paweł Czarnul, Mariusz Matuszek
    Conference:
    13th International Conference on SOFTWARE ENGINEERING, PARALLEL and DISTRIBUTED SYSTEMS (year: 2014, pages: 37-45), Publisher: WSEAS
    Date:
    conference 15-17 maja
    Status:
    Published
    DOI:
    link to the publication

  7. Parallel Computations in the Volunteer–Based Comcute System

    Authors:
    Paweł Czarnul, Jarosław Kuchta, Mariusz Matuszek
    Conference:
    Parallel Processing and Applied Mathematics (year: 2013, pages: 261-271), Publisher: Springer
    Date:
    conference 8-11 września
    Status:
    Published
    DOI:
    link to the publication

  8. Teaching High Performance Computing Using BeesyCluster and Relevant Usage Statistics

    Authors:
    Paweł Czarnul
    Conference:
    International Conference on Computational Science (year: 2014, pages: 1458-1467), Publisher: Elsevier
    Date:
    conference 10-12 czerwca
    Status:
    Published
    DOI:
    link to the publication

  9. Dynamic Data Management Among Multiple Databases for Optimization of Parallel Computations in Heterogeneous HPC Systems

    Authors:
    Paweł Rościszewski
    Conference:
    Fourth International Conference on Computer Science, Engineering and Applications (year: 2014, pages: 46284), Publisher: AIRCC Publishing Corporation
    Date:
    conference 26-27 lipca
    Status:
    Published
    DOI:
    link to the publication

  10. Considerations of Computational Efficiency in Volunteer and Cluster Computing

    Authors:
    Paweł Czarnul, Mariusz Matuszek
    Conference:
    Parallel Processing and Applied Mathematics (year: 2015, pages: 66-74), Publisher: Springer
    Date:
    conference 6-9 września
    Status:
    Published

  11. Two Stage SVM and kNN Text Documents Classifier

    Authors:
    Marcin Kępa, Julian Szymański
    Conference:
    6th International Conference, PReMI 2015 (year: 2015, pages: 279-289), Publisher: Springer
    Date:
    conference 30 czerwca - 2 lipca
    Status:
    Published

  12. Runtime Visualization of Application Progress and Monitoring of a GPU-enabled Parallel Environment

    Authors:
    Szymon Bultrowicz, Paweł Czarnul, Paweł Rościszewski
    Conference:
    13th International Conference on SOFTWARE ENGINEERING, PARALLEL and DISTRIBUTED SYSTEMS (year: 2014, pages: 70-79), Publisher: WSEAS
    Date:
    conference 15-17 maja
    Status:
    Published
    DOI:
    link to the publication

  13. A Human Behaviour Model Agent for Testing of Voluntary Computing Systems

    Authors:
    Mariusz Matuszek
    Conference:
    13th International Conference on SOFTWARE ENGINEERING, PARALLEL and DISTRIBUTED SYSTEMS (year: 2014, pages: 156-161), Publisher: WSEAS
    Date:
    conference 15-17 maja
    Status:
    Published
    DOI:
    link to the publication

Book publications / chapters in book publications (3)

  1. 1. A Concept of Modeling and Optimization of Applications in Large Scale Systems, 2. Block-based Representation of Application Execution on Modern Parallel Systems, 3.Performance and Electric Power Model for Cluster-grid Processing, 4. Model of Volunteer Based Systems, 5. Modeling of Performance, Reliability and Energy Efficiency in Large-Scale Computational Environment, 6. Quality Modeling in Grid and Volunteer-Computing Systems, 7. Conceptual Design of the Editor Application, 8. Measurement of CPU and GPU Capabilities, 9. Simulation of Parallel Applications on Large-scale Distributed Systems, 10. Parallel Computations of Text Similarities for Categorization Task, 11. Some Optimization Methods for Simulations in Volunteer and Grid Systems

    Authors:
    Paweł Czarnul (edytor). Autorzy rozdziałów: 1. Paweł Czarnul, 2. Paweł Czarnul, 3. Jerzy Proficz, 4. Mariusz Matuszek, 5. Jarosław Kuchta, 6. Jarosław Kuchta, 7. Grzegorz Sagadyn, 8. Błażej Kacała, 9. Paweł Rościszewski, Piotr Sidorczak, 10. Julian Szymański, 11. Jerzy Balicki, Waldemar Korłub, Marcin Zakidalski
    Book:
    Modeling Large-Scale Computing Systems. Concepts and Models (year: 2013, volume: 1, pages: 1-173), Publisher: Gdańsk University of Technology Press
    Status:
    Published

  2. 1. A Concept of Modeling and Optimization of Applications in Large Scale Systems, 2. Block-based Representation of Application Execution on Modern Parallel Systems, 3.Performance and Electric Power Model for Cluster-grid Processing, 4. Model of Volunteer Based Systems, 5. Modeling of Performance, Reliability and Energy Efficiency in Large-Scale Computational Environment, 6. Quality Modeling in Grid and Volunteer-Computing Systems, 7. Conceptual Design of the Editor Application, 8. Measurement of CPU and GPU Capabilities, 9. Simulation of Parallel Applications on Large-scale Distributed Systems, 10. Parallel Computations of Text Similarities for Categorization Task, 11. Some Optimization Methods for Simulations in Volunteer and Grid Systems

    Authors:
    Paweł Czarnul (edytor). Autorzy rozdziałów: 1. Paweł Czarnul, 2. Paweł Czarnul, 3. Jerzy Proficz, 4. Mariusz Matuszek, 5. Jarosław Kuchta, 6. Jarosław Kuchta, 7. Grzegorz Sagadyn, 8. Błażej Kacała, 9. Paweł Rościszewski, Piotr Sidorczak, 10. Julian Szymański, 11. Jerzy Balicki, Waldemar Korłub, Marcin Zakidalski
    Book:
    Modeling Large-Scale Computing Systems. Concepts and Models, 2nd edition (wydanie drugie poprawione) (year: 2016, volume: 1, pages: 1-173), Publisher: Gdańsk University of Technology Press
    Status:
    Published

  3. 1. Modeling Parallel Applications in the MERPSYS Environment 2. Modeling SPMD Application Execution Time 3. Modeling DAC Application Execution Time 4. Energy Consumption Modeling in SPMD and DAC Applications 5. Reliability Modeling for SPMD and DAC Applications in MERPSYS 6. Modeling K-Means with MERPSYS 7. Modeling Volunteer Based Systems 8. Alternative Modeling of Volunteer Based Systems 9. Executing Multiple Simulations in the MERPSYS Environment 10. Architecture, Installation and Deployment of MERPSYS Platform

    Authors:
    Paweł Czarnul (edytor). Autorzy rozdziałów: 1. Paweł Czarnul, 2. Jarosław Kuchta, 3. Jarosław Kuchta, 4. Jarosław Kuchta, 5. Jarosław Kuchta, 6. Julian Szymański, 7. Mariusz Matuszek, 8. Mariusz Matuszek 9. Paweł Rościszewski, 10. Michał Wójcik
    Book:
    Modeling Large Scale Computing Systems. Practical Approaches in MERPSYS (year: 2016, volume: 2, pages: 1-153), Publisher: Gdańsk University of Technology Press
    Status:
    Published

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Graphic design and implementation: Jakub Piotrowski