Model-based Timing Analysis and Deployment Optimization for Heterogeneous Multi-Core Systems using Eclipse APP4MC

被引:3
|
作者
Krawczyk, Lukas [1 ]
Bazzal, Mahmoud [1 ]
Govindarajan, Ram Prasath [1 ]
Wolff, Carsten [1 ]
机构
[1] Dortmund Univ Appl Sci & Arts, Inst Digital Transformat Applicat & Living Domain, D-44227 Dortmund, Germany
关键词
Model-based deployment; Response Time Analysis; End-to-End Latency; Reaction Latency; Automotive Embedded Systems; Amalthea; Eclipse APP4MC;
D O I
10.1109/MODELS-C.2019.00013
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The complexity of future automotive software will lead to an intricate and unforeseen impact of product and project decisions on systems level, even in late development phases. To cope with this fact, the early assessment of design decisions is a key factor for success. Within this context, our focus lies in determining if a given hardware platform is capable of fulfilling end-to-end timing requirements such as the reaction latency for a given software and finding a feasible deployment using information that is available in early design phases. For this, we propose an integrated analysis and design space exploration approach based on Eclipse APP4MC that is tailored towards software with self-suspending task sets and heterogeneous commercial off-theshelf hardware consisting of regular processing units (CPUs) and accelerators represented by integrated GPUs. We address the challenge of searching the design space in order to find a feasible solution that fulfills reaction latency constraints for a given set of task chains in Logical Execution Time based communication and optimize the reaction latency for implicit communication. The applicability of our approach is finally demonstrated on an industrial case study.
引用
收藏
页码:44 / 53
页数:10
相关论文
共 15 条
  • [1] Implementation of Vector Control System On Multi-Core Processor by Using Model-Based Parallelization Tool
    Kim, Jinsoo
    Sagae, Shota
    Edahiro, Masato
    Honda, Shinya
    Doki, Shinji
    2022 INTERNATIONAL POWER ELECTRONICS CONFERENCE (IPEC-HIMEJI 2022- ECCE ASIA), 2022, : 1314 - 1319
  • [2] Correct-by-construction model-based design of reactive streaming software for multi-core embedded systems
    Gioulekas, Fotios
    Poplavko, Peter
    Katsaros, Panagiotis
    Bensalem, Saddek
    Palomo, Pedro
    INTERNATIONAL JOURNAL ON SOFTWARE TOOLS FOR TECHNOLOGY TRANSFER, 2020, 22 (01) : 3 - 32
  • [3] Analysis of a Heterogeneous Multi-Core, Multi-HW-Accelerator-Based System Designed Using PREESM and SDSoC
    Suriano, Leonardo
    Rodriguez, Alfonso
    Desnos, Karol
    Pelcat, Maxime
    de la Torre, Eduardo
    2017 12TH INTERNATIONAL SYMPOSIUM ON RECONFIGURABLE COMMUNICATION-CENTRIC SYSTEMS-ON-CHIP (RECOSOC), 2017,
  • [4] Correction to: Correct-by-construction model-based design of reactive streaming software for multi-core embedded systems
    Fotios Gioulekas
    Peter Poplavko
    Panagiotis Katsaros
    Saddek Bensalem
    Pedro Palomo
    International Journal on Software Tools for Technology Transfer, 2020, 22 : 33 - 34
  • [5] Automated Generation of Model-Based Constraints for Common Multi-core and Real-Time Applications Using Execution Tracing
    Raphael Beamonte
    Naser Ezzati-Jivan
    Michel R. Dagenais
    International Journal of Parallel Programming, 2021, 49 : 104 - 134
  • [6] Automated Generation of Model-Based Constraints for Common Multi-core and Real-Time Applications Using Execution Tracing
    Beamonte, Raphael
    Ezzati-Jivan, Naser
    Dagenais, Michel R.
    INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2021, 49 (01) : 104 - 134
  • [7] Offline Earliest Deadline first Scheduling based Technique for Optimization of Energy using STORM in Homogeneous Multi-core Systems
    Khan, Hamayun
    Hashmi, M. Usman
    Khan, Zain
    Ahmad, Rehan
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2018, 18 (12): : 125 - 130
  • [8] AN ADAPTIVE MULTI-SPLINE REFINEMENT ALGORITHM IN SIMULATION BASED SAILBOAT TRAJECTORY OPTIMIZATION USING ONBOARD MULTI-CORE COMPUTER SYSTEMS
    Debski, Roman
    INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS AND COMPUTER SCIENCE, 2016, 26 (02) : 351 - 365
  • [9] Leakage-Aware Thermal Management for Multi-Core Systems Using Piecewise Linear Model Based Predictive Control
    Guo, Xingxing
    Wang, Hai
    Zhang, Chi
    Tang, He
    Yuan, Yuan
    24TH ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE (ASP-DAC 2019), 2019, : 64 - 69
  • [10] Model-Based Event-Triggered Sliding-Mode Control for Multi-Input Systems: Performance Analysis and Optimization
    Song, Jun
    Ho, Daniel W. C.
    Niu, Yugang
    IEEE TRANSACTIONS ON CYBERNETICS, 2022, 52 (05) : 3902 - 3913