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GOP-Level Dynamic Thermal Management in MPEG-2 Decoding

机译:MPEG-2解码中的GOP级动态热管理

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摘要

In this paper, we present a dynamic thermal management (DTM) algorithm based on: 1) accurate estimation of the workload of frames in a group of pictures (GOP) in an MPEG-2 video stream and 2) slack borrowing across the GOP frames in order to achieve a thermally safe state of operation in microprocessors during the video decoding process. The proposed DTM algorithm employs dynamic voltage and frequency scaling (DVFS) while considering the frame-rate-dependent GOP deadline, variance of the frame decoding times within the GOP, and a maximum chip temperature constraint. If it becomes necessary to sacrifice video quality or violate the GOP deadline due to a low temperature bound, then the (intra-frame) spatial quality degradation and the (inter-frame) temporal quality degradation will be applied to the GOP. Experimental results demonstrate the competence and efficiency of the proposed online DTM algorithm.
机译:在本文中,我们基于以下内容提出了一种动态热管理(DTM)算法:1)准确估计MPEG-2视频流中一组图片(GOP)中帧的工作量,以及2)跨GOP帧的冗余借用为了在视频解码过程中达到微处理器的热安全状态。提出的DTM算法采用动态电压和频率缩放(DVFS),同时考虑了取决于帧速率的GOP截止期限,GOP中帧解码时间的方差以及最大芯片温度约束。如果由于低温限制而有必要牺牲视频质量或违反GOP截止日期,则将(帧内)空间质量下降和(帧间)时间质量下降应用于GOP。实验结果证明了该在线DTM算法的能力和效率。

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