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Energy-aware cache management at the wireless network edge for information-centric operation

机译:无线网络边缘的能量感知缓存管理,以信息为中心

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Information-centric networking (ICN) promises to overcome the networking challenges of the current Internet, e.g. the explosion of content consumption and the widening gap between traffic and capacity growth, by decoupling the content from the network locations. Simultaneously, the dominant mode of content access in Internet is materializing as IP-based broadband wireless networks with advanced user devices and ubiquitous mobile systems. Current caching-based solutions largely focus on improving the efficiency of content delivery while mostly overlooking energy efficiency aspects. However, the expanding networking infrastructure is expected to be more energy-efficient conforming to "green communications" concept while serving burgeoning traffic demands. Motivated by this concern, we study caching at the edge of an infrastructure-based mobile network supporting ICN with a focus on energy consumption of the considered system. We devise a greedy heuristic for cache management which incorporates energy reward, popularity, Time-To-Live (TM) and delay (i.e. chunk loss due to delay sensitivity) factors. Our numerical analysis proves the energy savings achieved by the proposed greedy approach with low-complexity operation. (C) 2015 Elsevier Ltd. All rights reserved.
机译:以信息为中心的网络(ICN)有望克服当前Internet的网络挑战,例如通过将内容与网络位置分离,内容消耗的爆炸式增长以及流量和容量增长之间差距的扩大。同时,Internet上占主导地位的内容访问模式正在逐渐成为具有高级用户设备和无处不在的移动系统的基于IP的宽带无线网络。当前基于缓存的解决方案主要集中在提高内容交付的效率上,而主要忽略了能效方面。但是,扩展的网络基础设施有望在满足日益增长的流量需求的同时,更加符合“绿色通信”概念的能源效率。受此关注的驱使,我们研究了在支持ICN的基于基础架构的移动网络的边缘进行缓存,重点关注所考虑系统的能耗。我们为缓存管理设计了一种贪婪的启发式方法,该方法结合了能量奖励,受欢迎程度,生存时间(TM)和延迟(即由于延迟敏感性而导致的块丢失)因素。我们的数值分析证明了所提出的贪婪方法在低复杂度操作下实现的节能效果。 (C)2015 Elsevier Ltd.保留所有权利。

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