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

机译:探索LTE手机中ROHCv2的节能加速概念

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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.
机译:在本文中,我们为长期演进(LTE)手机中的鲁棒头压缩版本2(ROHCv2)算法提供了不同的加速概念。首先,我们通过采用各种尺寸的暂存器来探索潜在的性能改进和节能效果。其次,比较了具有不同数据传输模式的专用硬件加速器在系统级别的处理速度和能效方面。通过将虚拟原型方法与专有的过滤器模块一起应用,我们能够在基于ARM的最新移动电话平台中以实际软件负载研究这两种方法。另外,执行时间的组合测量与对存储器和总线体系结构中消耗的能量的估计一起执行。借助尺寸合理的暂存器(分别用于指令和数据,容量为16 kB),根据嵌入式处理器中的缓存大小,可以实现最大的加速和节能,均达到约60%。通过专用的ROHCv2硬件加速器,可以在所谓的列表模式下一次处理多个数据包,从而获得更好的性能,尤其是与大缓存结合使用时。与纯软件案例相比,在小型缓存中,执行时间和能耗都提高了80%,而在大型缓存中分别达到了40%以上和将近30%。

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