BS-HTIS: Buffer Sizing for Heterogeneous Traffic and Integrated System
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DOI码:10.1109/ACCESS.2021.3102423
发表刊物:IEEE ACCESS
关键字:SRD traffic, LRD traffic, integrated scheduling, buffer sizing.
摘要:Buffer sizing for switching and routing devices is of significance for guaranteeing the Quality
of Service (QoS) of critical services on the Internet of Things (IoT), continuously evolving scheduling mechanisms and complex traffic characteristics pose new challenges for the traditional method of static buffer sizing based on rule-of-thumb. In this paper, the scope of buffer sizing is extended from a basic scheduling system under homogeneous arrival traffic input to an integrated scheduling system under heterogeneous arrival traffic input which is more ubiquitous. In this context, Voices, videos and other heterogeneous data in the IoT are categorized into short-range-dependent (SRD) and long-range-dependent (LRD) traffic, and the integrated scheduling system is decomposed into single-server-single-queue (SSSQ) systems by not only decoupling the complex dependencies among heterogeneous traffic inputs but also taking the impact of SRD and LRD traffic burstiness on the buffer sizing into account. On this basis, expressions for the relation between the minimum buffer size and the maximum overflow probability are presented. The numerical analysis results and simulation analysis results reveal that the average arrival rate, traffic burst level and scheduling priority are positively correlated with the required buffer size, and once the overflow probability is set, the minimum buffer size can be determined correspondingly. The achievements of this paper will provide theoretical guidance for IoT manufacturers and technicians to set buffers more reasonably and use resources more efficiently.
全部作者:Yingzhi Wang,Chengsheng Pan
第一作者:Huaifeng Shi
论文类型:期刊论文
卷号:9
期号:1
页面范围:115237 - 115245
是否译文:否
发表时间:2021-08-03
收录刊物:SCI
发表时间:2021-08-03