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  • Print publication year: 2012
  • Online publication date: November 2012

9 - Quantitative evaluations



Modern computer systems are becoming increasingly complex as more devices and functionalities are integrated. Throughout the entire design cycle of systems, simulation is a crucial tool for computer architecture researchers to evaluate novel ideas and explore the design space. Compared with hardware prototyping and analytic modeling, simulation strikes a better balance between accuracy, cost, flexibility, and complexity. As the design complexity of state-of-theart microprocessors keeps growing and manufacturing costs skyrocket, computer architecture simulation has become critical.

Simulations are pervasive in computer architecture research and design and affect the productivity of these activities to a great extent. Productivity is impacted at two levels: (1) the time and effort spent on developing the simulator and (2) the time consumed on running simulations with representative benchmarks. The dramatic growth of the integration density of microprocessor chips provides computer architects abundant on-chip real estate to enhance computing power with more complex architectural designs. In addition, power and reliability have turned into critical design constraints. Building a simulation infrastructure that allows a designer to consider performance, power, and reliability in a single unified framework leads to significant cost and delays in simulator development. Another direct consequence of a complex infrastructure is that simulation itself slows down, increasing the turnaround time for each design state exploration. Simulation slowdown is becoming particularly acute as computer architecture moves into the chip multiprocessor (CMP) era. The current approach of simulating CMPs with growing numbers of cores in a single thread is not scalable and cannot be sustained over time.

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Parallel Computer Organization and Design
  • Online ISBN: 9781139051224
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