Cloud-aware power control for cloud-enabled small cells

P. Mach, Zdenek Becvar
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引用次数: 17

Abstract

Requirements of current services and applications on computational power are still increasing. Hence, the utilization of these by the mobile user equipment (UE) having limited battery lifetime is quite a challenge. To cope with this problem, the mobile cloud computing can be exploited to offload high complex applications to the cloud. Nevertheless, the conventional mobile cloud solution introduces high delay and limits the use of delay sensitive services and applications. One feasible solution is to enhance small cells (SCeNBs) with computing capabilities and, thus, perform computing closer to the users accomplishing low delay. However, the high density deployment of the SCeNBs and UEs' mobility can result in often outage situation or handover when low delay tolerant data cannot be delivered from the cloud on time and become irrelevant. In this paper we propose power control algorithm, which purpose is to guarantee that the requests processed by the small cell cloud are received by the UE within required delay. This is done by coarse and dynamic fine setting of the SCeNB's transmitting power level. The simulations demonstrate the amount of undelivered requests from the small cell cloud can be significantly minimized when compared to competitive schemes. At the same time, QoS of non-cloud users is only slightly impaired when compared to the scheme giving solely preferences to non-cloud users. We also show that the overhead introduced by our power control mechanism is negligible.
支持云的小型单元的云感知电源控制
当前业务和应用对计算能力的要求仍在不断提高。因此,电池寿命有限的移动用户设备(UE)对这些的利用是一个相当大的挑战。为了解决这个问题,可以利用移动云计算将高度复杂的应用程序卸载到云中。然而,传统的移动云解决方案引入了高延迟,并限制了对延迟敏感的服务和应用程序的使用。一种可行的解决方案是增强具有计算能力的小单元(scenb),从而使计算更接近用户,从而实现低延迟。然而,高密度部署scenb和ue的移动性会导致低延迟容忍度的数据无法按时从云交付并变得无关紧要时,经常出现停机或切换的情况。本文提出了功率控制算法,其目的是保证小蜂窝云处理的请求在要求的延迟内被终端接收。这是通过对SCeNB的发射功率水平进行粗设置和动态精细设置来实现的。仿真表明,与竞争方案相比,小蜂窝云的未交付请求量可以显着减少。同时,与只向非云用户提供偏好的方案相比,非云用户的QoS仅受到轻微损害。我们还表明,我们的功率控制机制引入的开销可以忽略不计。
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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