Exploration of energy efficient acceleration concepts for the ROHCv2 in LTE handsets

David Szczesny, S. Traboulsi, Felix Bruns, S. Hessel, A. Bilgic
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引用次数: 5

Abstract

In this paper, we present different acceleration concepts for the Robust Header Compression version 2 (ROHCv2) algorithms in Long Term Evolution (LTE) handsets. First, we explore the potential performance improvements and energy savings by adopting scratchpad memories at various sizes. Second, dedicated hardware accelerators with different data transfer modes are compared in terms of processing speed and energy efficiency on system level. By applying a virtual prototyping methodology with a proprietary filter module, we are able to investigate these two approaches within a state-of-the-art ARM based mobile phone platform at real software loads. Additionally, combined measurements of the execution time together with an estimation of the energy, that is consumed in the memory and the bus architecture, are performed. With reasonably dimensioned scratchpad memories (16 kB for instructions and data respectively), maximum speedups and energy savings both of approximately 60 % are achieved depending on the cache sizes in the embedded processor. Even better performance, especially in combination with big caches, is reached with a dedicated ROHCv2 hardware accelerator supporting the processing of several packets at once in a so called list mode. Compared to the pure software case, the execution time and the energy consumption are both improved by up to 80 % at small caches and still amount to more than 40 % and almost 30 % at big caches, respectively.
探索LTE手机中ROHCv2的节能加速概念
在本文中,我们提出了长期演进(LTE)手机中鲁棒报头压缩版本2 (ROHCv2)算法的不同加速概念。首先,我们探讨了采用不同尺寸的刮刮板存储器的潜在性能改进和节能。其次,对不同数据传输方式的专用硬件加速器在系统级的处理速度和能效进行了比较。通过应用带有专有过滤模块的虚拟原型方法,我们能够在最先进的基于ARM的移动电话平台上在实际软件负载下研究这两种方法。此外,还将对执行时间进行组合测量,并对内存和总线体系结构中消耗的能量进行估计。使用尺寸合理的刮刮板存储器(指令和数据分别为16 kB),根据嵌入式处理器中的缓存大小,可以实现大约60%的最大速度提升和能源节约。使用专用的ROHCv2硬件加速器(支持以所谓的列表模式一次处理多个数据包)可以实现更好的性能,特别是在与大缓存结合使用时。与纯软件情况相比,小缓存的执行时间和能耗都提高了80%,大缓存的执行时间和能耗分别提高了40%和30%以上。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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