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Forecasting Microprocessor Technology in the Multicore Era Using TFDEA

机译:利用TFDEa预测多核时代的微处理器技术

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摘要

Technological advancements in the microprocessor industry are benchmarked and gauged against a set of diverse criteria, specific to the fabrication process, usage as well as achieved performance. Changing trends in the appeal factor as well as wide variety of growing application of microprocessors in different industries also have a defining impact in the advancement of the technological features in future. This study improves the previous investigation in forecasting microprocessors? technology and uses Technology Forecasting using Data Envelopment Analysis (TFDEA) methodology for an enhanced model. The study takes advantage of the recent microprocessor dataset including multi core processors, from a variety of resources including the dataset collected by Stanford University, the database made available by Standard Performance Evaluation Corporation (SPEC), and the specifications announcements by the microprocessor manufacturers such as Intel and AMD. The result of this study is a rate of change (RoC) that is obtained based on the recent design trends including the State-of-the-Art generation of multicore microprocessors and hence, is superior for forecasting the future microprocessor technology trends. The Rate of Change obtained provides the rate in which values of expected output performance or input requirements for the state of the art microprocessors change in future years and can be used to evaluate the competitiveness of the projects being researched and developed.
机译:微处理器行业的技术进步是根据一系列不同的标准进行基准测试和衡量的,这些标准特定于制造过程,用途以及所达到的性能。吸引力因素的变化趋势以及微处理器在不同行业中的广泛应用也对未来技术功能的发展产生了决定性的影响。这项研究改进了先前对预测微处理器的研究?技术和使用数据包络分析(TFDEA)方法的技术预测来增强模型。这项研究利用了包括多核处理器在内的最新微处理器数据集的优势,这些数据集包括斯坦福大学收集的数据集,标准性能评估公司(SPEC)提供的数据库以及微处理器制造商发布的规格声明,例如英特尔和AMD。这项研究的结果是基于最近的设计趋势(包括多核微处理器的最新技术水平)得出的变化率(RoC),因此对于预测未来的微处理器技术趋势而言,它具有优越的性能。所获得的变化率提供了未来几年中最先进的微处理器的预期输出性能或输入要求的值变化的速率,可用于评估正在研究和开发的项目的竞争力。

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