3D多核的多阶段热管理策略

Dipika Suresh, Ashutosh Kumar Singh, Akash Kumar
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引用次数: 1

摘要

3D集成技术具有提高集成电路性能、改善功能和减少集成电路布线的潜力。然而,它提出了几个挑战,其中关键的挑战是由于功率耗散而从内部有源层产生的热量。为了缓解这一挑战,热感知设计已经成为必要。针对热敏感设计,本文提出了一种两阶段设计技术。在第一阶段,创建温度-功率热模型来计算输入温度下IC的功耗。该模型计算二维和三维集成电路的功耗平均误差分别为0.37%和25%。功率计算有助于工艺变化,功率模型的验证和温度梯度的最小化。在第二阶段,对ic执行热感知映射。对于热感知映射,提出了三种映射算法来考虑不同的资源(处理器)可用性场景。每种算法都利用温度-功率热模型(从第一设计阶段开始)将应用映射到3D IC中的处理元素。所提出的两阶段设计技术比现有技术执行更快的温度-功率计算。与现有技术相比,它提供了一种简化的映射方法,利用处理元素所消耗的功率来映射应用程序。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A multi-stage thermal management strategy for 3D multicores
3D integration technology has the potential to enhance IC performance, improve functionality and lessen wiring of ICs. However, it poses several challenges, where the key challenge is heat generation from internal active layers due to power dissipation. To mitigate this challenge, thermal aware design has become a necessity. Towards thermal aware design, this paper proposes a two stage design technique. In the first stage, a temperature-power thermal model is created to calculate power dissipated by an IC at an input temperature. The proposed model calculates power dissipated by 2D and 3D ICs with an average error of 0.37% and 25% respectively. Power calculation helps in process variation, validation of power models and minimization of temperature gradients. In the second stage, thermal aware mapping is performed for the ICs. For thermal aware mapping, three mapping algorithms are proposed to account for different resource (processor) availability scenarios. Each algorithm utilizes temperature-power thermal model (from the first design stage) to map applications to processing elements in a 3D IC. The proposed two stage design technique performs faster temperature to power calculations than existing techniques. It provides a simplified approach to mapping compared to existing techniques by utilizing power dissipated by processing elements to map applications.
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