메뉴 건너뛰기




Volumn 31, Issue 5, 2012, Pages 740-753

OSCAR: An optimization methodology exploiting spatial correlation in multicore design spacesx

Author keywords

Design space exploration; multicore architectures; response surface models

Indexed keywords

AVERAGE DISTANCE; CLOSED-FORM EXPRESSION; DESIGN CONFIGURATIONS; DESIGN POINTS; DESIGN SPACE EXPLORATION; EXPECTED IMPROVEMENTS; EXPLORATION PROCESS; ITERATIVE REFINEMENT; MULTI-OBJECTIVE PROBLEM; MULTICORE ARCHITECTURES; MULTICORE DESIGN; NSGA-II; OPTIMIZATION METHODOLOGY; PARETO SET; PERFORMANCE METRICS; REFERENCE SOLUTION; RESPONSE SURFACE MODELS; SIMILAR SOLUTION; SPATIAL CORRELATIONS; STATE-OF-THE-ART APPROACH;

EID: 84860271429     PISSN: 02780070     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCAD.2011.2177457     Document Type: Article
Times cited : (36)

References (39)
  • 2
    • 84860283838 scopus 로고    scopus 로고
    • Synopsys. Synopsys Platform Architect [Online]. Available
    • Synopsys. Synopsys Platform Architect [Online]. Available: http://www.synopsys.com/Systems/ArchitectureDesign/pages/PlatformArchitect. aspx
  • 3
    • 70350618463 scopus 로고    scopus 로고
    • Accurate and efficient processor performance prediction via regression tree based modeling
    • B. Li, L. Peng, and B. Ramadass, "Accurate and efficient processor performance prediction via regression tree based modeling," J. Syst. Architect., vol. 55, nos. 10-12, pp. 457-467, 2009.
    • (2009) J. Syst. Architect. , vol.55 , Issue.10-12 , pp. 457-467
    • Li, B.1    Peng, L.2    Ramadass, B.3
  • 6
    • 70350746332 scopus 로고    scopus 로고
    • A design space exploration methodology supporting run-time resource management for multi-processor systems-on-chip
    • Jul
    • G. Mariani, G. Palermo, C. Silvano, and V. Zaccaria, "A design space exploration methodology supporting run-time resource management for multi-processor systems-on-chip," in Proc. IEEE 7th SASP, Jul. 2009, pp. 21-28.
    • (2009) Proc. IEEE 7th SASP , pp. 21-28
    • Mariani, G.1    Palermo, G.2    Silvano, C.3    Zaccaria, V.4
  • 8
    • 0036530772 scopus 로고    scopus 로고
    • A fast and elitist multiobjective genetic algorithm: NSGA-II
    • DOI 10.1109/4235.996017, PII S1089778X02041012
    • K. Deb, A. Pratap, S. Agarwal, and T. Meyarivan, "A fast and elitist multiobjective genetic algorithm: NSGA-II," IEEE Trans. Evol. Computat., vol. 6, no. 2, pp. 182-197, Apr. 2002. (Pubitemid 34555372)
    • (2002) IEEE Transactions on Evolutionary Computation , vol.6 , Issue.2 , pp. 182-197
    • Deb, K.1    Pratap, A.2    Agarwal, S.3    Meyarivan, T.4
  • 9
    • 70450247054 scopus 로고    scopus 로고
    • ReSPIR: A response surfacebased pareto iterative refinement for application-specific design space exploration
    • Dec
    • G. Palermo, C. Silvano, and V. Zaccaria, "ReSPIR: A response surfacebased pareto iterative refinement for application-specific design space exploration," IEEE Trans. Comput.-Aided Des. Integr. Circuits, vol. 28, no. 12, pp. 1816-1829, Dec. 2009.
    • (2009) IEEE Trans. Comput.-Aided Des. Integr. Circuits , vol.28 , Issue.12 , pp. 1816-1829
    • Palermo, G.1    Silvano, C.2    Zaccaria, V.3
  • 10
    • 34248506586 scopus 로고    scopus 로고
    • Efficient design space exploration for application specific systems-on-a-chip
    • DOI 10.1016/j.sysarc.2007.01.004, PII S1383762107000173, Embedded Computer Systems: Architectures, Modeling, and Simulation
    • G. Ascia, V. Catania, A. G. D. Nuovo, M. Palesi, and D. Patti, "Efficient design space exploration for application specific systems-on-a-chip," J. Syst. Architect., vol. 53, no. 10, pp. 733-750, 2007. (Pubitemid 46755000)
    • (2007) Journal of Systems Architecture , vol.53 , Issue.10 , pp. 733-750
    • Ascia, G.1    Catania, V.2    Di Nuovo, A.G.3    Palesi, M.4    Patti, D.5
  • 12
    • 34548301455 scopus 로고    scopus 로고
    • Soft-core processor customization using the design of experiments paradigm
    • DOI 10.1109/DATE.2007.364392, 4211902, Proceedings - 2007 Design, Automation and Test in Europe Conference and Exhibition, DATE 2007
    • D. Sheldon, F. Vahid, and S. Lonardi, "Soft-core processor customization using the design of experiments paradigm," in Proc. DATE, 2007, pp. 821-826. (Pubitemid 47334059)
    • (2007) Proceedings -Design, Automation and Test in Europe, DATE , pp. 821-826
    • Sheldon, D.1    Vahid, F.2    Lonardi, S.3
  • 14
    • 16444380449 scopus 로고    scopus 로고
    • A multiobjective genetic approach for system level exploration in parameterized system-on-a-chip
    • Apr
    • G. Ascia, V. Catania, and M. Palesi, "A multiobjective genetic approach for system level exploration in parameterized system-on-a-chip," IEEE Trans. Comput.-Aided Des. Integr. Circuits Syst., vol. 24, no. 4, pp. 635-645, Apr. 2005.
    • (2005) IEEE Trans. Comput.-Aided Des. Integr. Circuits Syst. , vol.24 , Issue.4 , pp. 635-645
    • Ascia, G.1    Catania, V.2    Palesi, M.3
  • 15
    • 33744752126 scopus 로고    scopus 로고
    • Multiobjective optimization and evolutionary algorithms for the application mapping problem in multiprocessor system-on-chip design
    • DOI 10.1109/TEVC.2005.860766
    • 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 Trans. Evol. Computat., vol. 10, no. 3, pp. 358-374, Jun. 2006. (Pubitemid 43821764)
    • (2006) IEEE Transactions on Evolutionary Computation , vol.10 , Issue.3 , pp. 358-374
    • Erbas, C.1    Cerav-Erbas, S.2    Pimentel, A.D.3
  • 16
    • 57649239578 scopus 로고    scopus 로고
    • Discrete particle swarm optimization for multi-objective design space exploration
    • G. Palermo, C. Silvano, and V. Zaccaria, "Discrete particle swarm optimization for multi-objective design space exploration," in Proc. 11th DSD EUROMICRO, 2008, pp. 641-644.
    • (2008) Proc. 11th DSD EUROMICRO , pp. 641-644
    • Palermo, G.1    Silvano, C.2    Zaccaria, V.3
  • 17
    • 34547174070 scopus 로고    scopus 로고
    • Multi-objective design space exploration of embedded system
    • G. Palermo, C. Silvano, and V. Zaccaria, "Multi-objective design space exploration of embedded system," J. Embedded Comput., vol. 1, no. 3, pp. 305-316, 2006.
    • (2006) J. Embedded Comput. , vol.1 , Issue.3 , pp. 305-316
    • Palermo, G.1    Silvano, C.2    Zaccaria, V.3
  • 18
  • 19
    • 79957540696 scopus 로고    scopus 로고
    • A multi-objective decision-theoretic exploration algorithm for platform-based design
    • G. Beltrame and G. Nicolescu, "A multi-objective decision-theoretic exploration algorithm for platform-based design," in Proc. DATE, 2011, pp. 1192-1195.
    • (2011) Proc. DATE , pp. 1192-1195
    • Beltrame, G.1    Nicolescu, G.2
  • 21
    • 33749057743 scopus 로고    scopus 로고
    • A statistically rigorous approach for improving simulation methodology
    • J. J. Yi, D. J. Lilja, and D. M. Hawkins, "A statistically rigorous approach for improving simulation methodology," in Proc. 9th Int. Symp. HPCA, 2003, p. 281.
    • (2003) Proc. 9th Int. Symp. HPCA , pp. 281
    • Yi, J.J.1    Lilja, D.J.2    Hawkins, D.M.3
  • 22
    • 27944502073 scopus 로고    scopus 로고
    • Microarchitecture-aware floorplanning using a statistical design of experiments approach
    • 35.1, Proceedings 2005, 42nd Design Automation Conference, DAC 2005
    • V. Nookala, Y. Chen, D. Lilja, and S. Sapatnekar, " Microarchitectureaware floorplanning using a statistical design of experiments approach," in Proc. 42nd Des. Automat. Conf., Jun. 2005, pp. 579-584. (Pubitemid 41675504)
    • (2005) Proceedings - Design Automation Conference , pp. 579-584
    • Nookala, V.1    Chen, Y.2    Lilja, D.J.3    Sapatnekar, S.S.4
  • 23
    • 33747424045 scopus 로고    scopus 로고
    • Single- and multiobjective evolutionary optimization assisted by Gaussian random field metamodels
    • DOI 10.1109/TEVC.2005.859463
    • M. Emmerich, K. Giannakoglou, and B. Naujoks, "Single-and multiobjective evolutionary optimization assisted by Gaussian random field metamodels," IEEE Trans. Evol. Computat., vol. 10, no. 4, pp. 421-439, Aug. 2006. (Pubitemid 44251376)
    • (2006) IEEE Transactions on Evolutionary Computation , vol.10 , Issue.4 , pp. 421-439
    • Emmerich, M.T.M.1    Giannakoglou, K.C.2    Naujoks, B.3
  • 24
    • 31744437433 scopus 로고    scopus 로고
    • ParEGO: A hybrid algorithm with on-line landscape approximation for expensive multiobjective optimization problems
    • DOI 10.1109/TEVC.2005.851274
    • J. Knowles, "Parego: A hybrid algorithm with on-line landscape approximation for expensive multiobjective optimization problems," IEEE Trans. Evol. Computat., vol. 10, no. 1, pp. 50-66, Feb. 2006. (Pubitemid 43174985)
    • (2006) IEEE Transactions on Evolutionary Computation , vol.10 , Issue.1 , pp. 50-66
    • Knowles, J.1
  • 25
  • 26
    • 33846540871 scopus 로고    scopus 로고
    • Accurate and efficient regression modeling for microarchitectural performance and power prediction
    • B. C. Lee and D. M. Brooks, "Accurate and efficient regression modeling for microarchitectural performance and power prediction," SIGOPS Oper. Syst. Rev., vol. 40, no. 5, pp. 185-194, 2006.
    • (2006) SIGOPS Oper. Syst. Rev. , vol.40 , Issue.5 , pp. 185-194
    • Lee, B.C.1    Brooks, D.M.2
  • 27
    • 33846506102 scopus 로고    scopus 로고
    • Efficiently exploring architectural design spaces via predictive modeling
    • E. Ipek, S. A. McKee, R. Caruana, B. R. de Supinski, and M. Schulz, "Efficiently exploring architectural design spaces via predictive modeling," SIGOPS Oper. Syst. Rev., vol. 40, no. 5, pp. 195-206, 2006.
    • (2006) SIGOPS Oper. Syst. Rev. , vol.40 , Issue.5 , pp. 195-206
    • Ipek, E.1    McKee, S.A.2    Caruana, R.3    De Supinski, B.R.4    Schulz, M.5
  • 29
    • 51549114087 scopus 로고    scopus 로고
    • Predictive design space exploration using genetically programmed response surfaces
    • H. Cook and K. Skadron, "Predictive design space exploration using genetically programmed response surfaces," in Proc. 45th Annu. DAC, 2008, pp. 960-965.
    • (2008) Proc. 45th Annu. DAC , pp. 960-965
    • Cook, H.1    Skadron, K.2
  • 31
    • 85018104842 scopus 로고    scopus 로고
    • Pareto Simulated Annealing - A Metaheuristic Technique for Multiple-Objective Combinatorial Optimization
    • DOI 10.1002/(SICI)1099-1360(199 801)7:1<34::AI D-MCDA161>3.0.CO;2-6
    • P. Czyzak and A. Jaszkiewicz, "Pareto simulated annealing: A metaheuristic for multiobjective combinatorial optimization," J. Multi-Criteria Decision Anal., vol. 7, no. 1, pp. 34-47, 1998. (Pubitemid 128016907)
    • (1998) Journal of multi-criteria decision analysis , vol.7 , Issue.1 , pp. 34-47
    • Czyzak, P.1    Jaszkiewicz, A.2
  • 34
    • 84972517827 scopus 로고
    • Design and analysis of computer experiments
    • J. Sacks, W. J. Welch, T. J. Mitchell, and H. P. Wynn, "Design and analysis of computer experiments," Statist. Sci., vol. 4, no. 4, pp. 409-423, 1989.
    • (1989) Statist. Sci. , vol.4 , Issue.4 , pp. 409-423
    • Sacks, J.1    Welch, W.J.2    Mitchell, T.J.3    Wynn, H.P.4
  • 35
    • 50049107306 scopus 로고    scopus 로고
    • Computer experiments
    • S. Ghosh and C. R. Rao, Eds. New York: Elsevier Science
    • J. R. Koehler and A. B. Owen, "Computer experiments," in Handbook of Statistics, S. Ghosh and C. R. Rao, Eds. New York: Elsevier Science, 1996, vol. 13, pp. 261-308.
    • (1996) Handbook of Statistics , vol.13 , pp. 261-308
    • Koehler, J.R.1    Owen, A.B.2
  • 36
    • 0000561424 scopus 로고    scopus 로고
    • Efficient global optimization of expensive black-box functions
    • D. R. Jones, M. Schonlau, and W. J. Welch, "Efficient global optimization of expensive black-box functions," J. Global Optimiz., vol. 13, no. 4, pp. 455-492, 1998. (Pubitemid 128507405)
    • (1998) Journal of Global Optimization , vol.13 , Issue.4 , pp. 455-492
    • Jones, D.R.1    Schonlau, M.2    Welch, W.J.3
  • 37
    • 84901420886 scopus 로고    scopus 로고
    • Scalable multiobjective optimization test problems
    • K. Deb, L. Thiele, M. Laumanns, and E. Zitzler, "Scalable multiobjective optimization test problems," in Proc. CEC, vol. 1. 2002, pp. 825-830.
    • (2002) Proc. CEC , vol.1 , pp. 825-830
    • Deb, K.1    Thiele, L.2    Laumanns, M.3    Zitzler, E.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.