Generalized MultiAmdahl: Optimization of heterogeneous multi-accelerator SoC

IEEE Computer Architecture Letters

Volumn 13, Issue 1, 2014, Pages 37-40

  Morad, Amir ^a   Morad, Tomer Y ^a   Leonid, Yavits ^a   Ginosar, Ran ^a   Weiser, Uri ^a  

^a TECHNION ISRAEL INSTITUTE OF TECHNOLOGY   (Israel)

Author keywords

Chip Multiprocessors; Modeling of computer architecture; MultiAmdahl

Indexed keywords

ACCELERATION; COMPUTER ARCHITECTURE; CONSTRAINED OPTIMIZATION; GENERAL PURPOSE COMPUTERS; LAGRANGE MULTIPLIERS; MICROPROCESSOR CHIPS; PROGRAM PROCESSORS; PROGRAMMABLE LOGIC CONTROLLERS;

ANALYTICAL OPTIMIZATIONS; CHIP MULTIPROCESSOR; CONSTRAINED RESOURCES; GENERAL PURPOSE PROCESSORS; HARDWARE ACCELERATORS; MULTIAMDAHL; OPTIMAL ARCHITECTURE; POWER DISTRIBUTIONS;

SYSTEM-ON-CHIP;

EID: 85027948271     PISSN: 15566056     EISSN: None     Source Type: Journal    
DOI: 10.1109/L-CA.2012.34     Document Type: Article

References (9)

1. "Find a minimum of constrained nonlinear multivariable function", R2012a Documentation, Optimization Toolbox, www.mathworks.com/help/toolbox/optim/ug/fmincon.html
2. A. S. Cassidy and A. G. Andreou. "Beyond Amdahl's law: An objective function that links multiprocessor performance gains to delay and energy, " IEEE Transactions on Computers, 2011.
3. E. S. Chung, P. A. Milder, J. C. Hoe, and K. Mai. "Single-chip heterogeneous computing: Does the future include custom logic, FPGAs, and GPGPUs?, " MICRO-43, 2010.
4. F. Pollack. "New Microarchitecture Challenges in the Coming Generations of CMOS Process Technologies, " Keynote, Micro 32, 1999, www.intel.com/research/mrl/Library/micro32Keynote.pdf
5. M. D. Hill and M. R. Marty. "Amdahl's Law in the Multicore Era, " IEEE Computer, July 2008.
6. R. T. Rockefellar. "Lagrange multipliers and optimality", SIAM Review, vol. 35, pp. 183-283, 1993.
7. S. Borkar. "Thousand Core Chips: A Technology Perspective, " Proc. ACM/IEEE 44th Design Automation Conf. (DAC), 2007, pp. 746-749.
8. T. Y. Morad, U. C. Weiser, A. Kolodny, M. Valero and E. Ayguadé. "Performance, power efficiency, and scalability of asymmetric cluster chip multiprocessors, " IEEE Computer Architecture Letters, vol. 4, 2005.
9. T. Zidenberg, I. Keslassy and U. C. Weiser. "MultiAmdahl: How Should I Divide My Heterogeneous Chip?, " IEEE Computer Architecture Letters, 2012.