Visualization of multi-objective design space exploration for embedded systems

Proceedings - 13th Euromicro Conference on Digital System Design: Architectures, Methods and Tools, DSD 2010

Volumn , Issue , 2010, Pages 11-20

  Taghavi, Toktam ^a   Pimentel, Andy D ^a  

^a UNIVERSITY OF AMSTERDAM   (Netherlands)

Author keywords

Design space exploration; Embedded systems; Multi objective evolutionary algorithms; Visualization

Indexed keywords

COMPLEX HETEROGENEOUS SYSTEMS; DESIGN CONSTRAINTS; DESIGN CRITERION; DESIGN REQUIREMENTS; DESIGN SPACE EXPLORATION; DESIGN SPACES; EARLY DESIGN STAGES; FINITE SET; INTERACTIVE VISUALIZATION TOOL; LARGE DESIGNS; MASS PRODUCTION; MODERN EMBEDDED SYSTEMS; MULTI OBJECTIVE EVOLUTIONARY ALGORITHMS; MULTI-OBJECTIVE DESIGN; MULTIPLE CRITERIA; OPTIMUM DESIGNS; PARETO POINTS; POWER EFFICIENT; REAL PROBLEMS; SEARCH DYNAMICS; SEARCH RESULTS; SEARCHING ALGORITHMS; TREE VISUALIZATION; WIDE SPECTRUM;

APPLICATION SPECIFIC INTEGRATED CIRCUITS; DESIGN; EVOLUTIONARY ALGORITHMS; MICROPROCESSOR CHIPS; MULTIOBJECTIVE OPTIMIZATION; PROGRAMMABLE LOGIC CONTROLLERS; SPACE RESEARCH; SYSTEMS ANALYSIS; VISUALIZATION;

EMBEDDED SYSTEMS;

EID: 78649858783     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DSD.2010.75     Document Type: Conference Paper

References (13)

1. C. Erbas, A. D. Pimentel, M. Thompson, and S. Polstra. A Framework for System-level Modeling and Simulation of Embedded Systems Architectures, EURASIP Journal on Embedded Systems, 2007, DOI 10.1155/2007/82123.
2. A.D. Pimentel, C. Erbas, and S. Polstra. A Systematic Approach to Exploring Embedded System Architectures at Multiple Abstraction Levels, IEEE Transactions on Computers, vol. 55, no. 2, pp. 99-112, (2006).
3. C. Erbas, S. Cerav-Erbas and A.D. Pimentel. Multiobjective Optimization and Evolutionary Algorithms for the Application Mapping Problem in Multiprocessor System-on-Chip Design, IEEE Transactions on Evolutionary Computation, pp. 358-374, Vol. 10 (No. 3), June 2006.
4. P. Marwedel, B. Sirocic. Multimedia components for the visualization of dynamic behavior in computer architectures, in the Proc. of the Workshop of Computer Architecture Education, 2003.
5. C. Yehezkel, W. Yurcik, M. Pearson, D. Armstrong. Three simulator tools for teaching computer architecture: Easycpu, little man computer, and rtlsim, Journal on Educational Resources in Computing, vol. 1, no. 4, pp. 60-80, 2001.
6. R. Bosch, et al, Rivet: A flexible environment for computer systems visualization, SIGGRAPH Computer Graphics, vol. 34, no. 1, pp. 68-73, 2000.
7. R.P. Bosch. Using Visualization to Understand the Behavior of Computer Systems, PhD thesis, Stanford University, 2001.
8. T. Taghavi, A. D. Pimentel, and M. Thompson. Visualization of Computer Architecture Simulation Data for System-level Design Space Exploration, in the Proc. of Int. Symposium on Systems, Architectures, Modeling and Simulation (SAMOS '09), July 2009.
9. E. Hart and P. Ross. GAVEL - A New Tool for Genetic Algorithm Visualization, IEEE Trans on Evolutionary Computation, Vol. 5, No. 4, pp. 335-348, August 2001.
10. H. Pohlheim. Visualization of evolutionary algorithms - set of standard techniques and multidimensional visualization, in the Proceedings of the 1999 Genetic and Evolutionary Computation Conference GECCO'99, Morgan Kaufmann, Los Altos, CA, 1999, pp. 533-540.
11. T.D. Collins. Applying software visualization technology to support the use of evolutionary algorithms, Journal of Visual Language and Computing 14 (2003), 123-150.
12. Sammon, J. W. jr. A Nonlinear Mapping for Data Structure Analysis. IEEE Transactions on Computers, vol. C-18, no. 5, pp. 401-409, 1969.
13. T. Taghavi, A.D. Pimentel, M. Thompson, "System-level MP-SoC Design Space Exploration using Tree Visualization", in the Proc. of the IEEE/ACM/IFIP Workshop on Embedded Systems for Real-Time Multimedia (ESTIMedia '09), Grenoble, France, Oct. 2009.