Multicore Architecture Speedup Computation Based on Amdahl's Law and Rent's Rule

LI Wen-shi; YAO Zong-bao

doi:10.3969/j.issn.0372-2112.2012.02.004

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Multicore Architecture Speedup Computation Based on Amdahl's Law and Rent's Rule

更新时间：2025-07-16

- Multicore Architecture Speedup Computation Based on Amdahl's Law and Rent's Rule
- Acta Electronica Sinica Vol. 40, Issue 2, Pages: 230-234(2012)
- 作者机构：
  
  苏州大学电子信息学院微电子学系,江苏,苏州,215006
- 作者简介：
- 基金信息：
- DOI：10.3969/j.issn.0372-2112.2012.02.004
  CLC： TP301.6
- Published：2012
- 稿件说明：
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LI Wen-shi, YAO Zong-bao. Multicore Architecture Speedup Computation Based on Amdahl's Law and Rent's Rule[J]. Acta Electronica Sinica, 2012, 40(2): 230-234.
DOI：

LI Wen-shi, YAO Zong-bao. Multicore Architecture Speedup Computation Based on Amdahl's Law and Rent's Rule[J]. Acta Electronica Sinica, 2012, 40(2): 230-234. DOI： 10.3969/j.issn.0372-2112.2012.02.004.

摘要

在评价多核CPU加速比已知模型的基础上

基于第一性计算原理融合理解阿姆达尔定律和兰特法则

提出描述多核CPU加速比的一个新模型.研究方法是从传统的阿姆达尔定律切入

论述的逻辑顺序分别基于约束固定任务

固定时间

存储器和互连复杂性;兼顾了举例论述同构多核的NoC带宽性质和最大温度特性.计算表明:基于固定时间模型与存储器模型预测多核的加速能力

容易得到估计结果的乐观上限;我们提出的基于兰特法则的模型计算结果

在并行比例较大时稍小于但接近前述模型估计值

而比固定任务模型的保守结果要好;NoC带宽和最大温度的结果提示

多(同构)核CPU期盼相对高的并行度架构.

Abstract

We made Amdahl's Law and Rent's Rule understood and proposed one novel model to describe the multicore CPU speedup based on evaluating the known speedup models.Our methodology starts with traditional Amdahl's Law

in the steps of fixed-size

fixed-time

memory-bounded

and interconnection-bounded.Also the NoC-bandwidth and max-temperature of multicore features are discussed.The results showed

fixed-time model and memory-bounded model grasp speedups' up-limits

our model touches the middle gap between formers and Amdahl's Law

at high parallel ratio

and NoC bandwidth and Max temperature show that homogeneous multicore architectures long for higher ratio of parallelization.

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