Methods for multi-dimensional robustness optimization in complex embedded systems

EMSOFT'07: Proceedings of the Seventh ACM and IEEE International Conference on Embedded Software

Volumn , Issue , 2007, Pages 104-113

  Hamann, Arne ^a   Racu, Razvan ^a   Ernst, Rolf ^a  

^a TECHNICAL UNIVERSITY OF BRAUNSCHWEIG   (Germany)

Author keywords

Algorithms; Design; Performance; Reliability; Verification

Indexed keywords

BUFFER STORAGE; ELECTRIC POWER UTILIZATION; OPTIMIZATION; PROGRAM PROCESSORS; ROBUSTNESS (CONTROL SYSTEMS); SYSTEMS ANALYSIS;

ROBUSTNESS OPTIMIZATION; TRANSMISSION DELAYS;

EMBEDDED SYSTEMS;

EID: 38849106110     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1289927.1289947     Document Type: Conference Paper

References (19)

1. S. Ali, A. Maciejewski, H. Siegel, and J. Kim. Measuring the robustness of a resource allocation. IEEE Transactions on Parallel and Distributed Systems, 15(7):630-641, July 2004.
2. S. Chakraborty, S. Künzli, and L. Thiele. A general framework for analysing system properties in platform-based embedded system designs. In Proc. of the IEEE/ACM Design, Automation and Test in Europe Conference (DATE), Munich, Germany, 2003.
3. M. Fleischer. The measure of pareto optima: Applications to multi-objective metaheuristics. Lecture Notes in Computer Science, 2632:519-533, 2003.
4. D. Gu, F. Drews, and L. Welch. Robust task allocation for dynamic distributed real-time systems subject to multiple environmental parameters. In Proc. of the 25th IEEE International Conference on Distributed Computing Systems (ICDCS), Columbus, Ohio, USA, June 2005.
5. A. Hamann, R. Racu, and R. Ernst. A formal approach to robustness maximization of complex heterogeneous embedded systems. In Proc. of the IEEE/ACM/IFIP International Conference on HW/SW Codesign and System Synthesis (CODES-ISSS), Seoul, South Korea, October 2006.
6. A. Hamann, R. Racu, and R. Ernst. Multi-dimensional robustness optimization in heterogeneous distributed embedded systems. In Proc. of the 13th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), Bellevue, WA, USA, April 2007.
7. R. Henia, A. Hamann, M. Jersak, R. Racu, K. Richter, and R. Ernst. System level performance analysis - the SymTA/S approach. IEE Proceedings Computers and Digital Techniques, 152(2):148-166, March 2005.
8. V. Izosimov, P. Pop, P. Eles, and Z. Peng. Design optimization of time- and cost-constrained fault-tolerant distributed embedded systems. In Proc. of the Design Automation and Test in Europe Conference (DATE), Munich, Germany, March 2005.
9. C. Lu, J. Stankovic, S. Son, and G. Tao. Feedback control real-time scheduling: framework, modeling, and algorithms. Real-Time Systems Journal, 23(1-2):85-126, 2002.
10. R. Racu and R. Ernst. Scheduling anomaly detection and optimization for distributed systems with preemptive task-sets. In 12th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), San Jose, USA, April 2006.
11. R. Racu, R. Ernst, M. Jersak, and K. Richter. A virtual platform for architecture integration and optimization in automotive communication networks. In Proc. of the SAE World Congress, Detroit, USA, April 2007.
12. R. Racu, A. Hamann, and R. Ernst. A formal approach to multi-dimensional sensitivity analysis of embedded real-time systems. In Proc. of the Euromicro Conference on Real-Time Systems (ECRTS), Dresden, Germany, July 2006.
13. R. Racu, M. Jersak, and R. Ernst. Applying sensitivity analysis in real-time distributed systems. In Proc. of the 11th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), San Francisco, California, March 2005.
14. M. Verhoef, E. Wandeler, L. Thiele, and P. Lieverse. System architecture evaluation using modular performance analysis -a case study. In Proc. of the 1st IEEE/ACM International Symposium on Leveraging Applications of Formal Methods (ISOLA), Pafos, Cyprus, Oct 2004.
15. S. Vestal. Fixed-priority sensitivity analysis for linear compute time models. IEEE Transactions on Software Engineering, 20(4), april 1994.
16. L. While, P. Hingston, L. Barone, and S. Huband. A faster algorithm for calculating hypervolume. IEEE Transactions on Evolutionary Computation, 10(1):29-38, February 2006.
17. E. Zitzler. Hypervolume metric calculation:. ftp://ftp.tik.ee.ethz.ch/ pub/people/zitzler/hypervol.c, 2001.
18. E. Zitzler and S. Künzli. Indicator-based selection in multiobjective search. In Proc. 8th International Conference on Parallel Problem Solving from Nature (PPSN VIII), volume 3242 of Lecture Notes in Computer Science, Heidelberg, Germany, September 2004. Springer.
19. E. Zitzler, M. Laumanns, and L. Thiele. SPEA.2: Improving the Strength Pareto Evolutionary Algorithm for multiobjective optimization. In Proc. Evolutionary Methods for Design, Optimisation, and Control, pages 95-100, Barcelona, Spain, 2002.