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A Delay Efficient Multiclass Packet Scheduler for Heterogeneous M2M Uplink

机译:一种用于异构m2m的延迟高效多类包调度器   上行

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摘要

The sensory traffic in Machine-to-Machine (M2M) communications has fairlyheterogeneous service delay requirements. Therefore, we study thedelay-performance of a heterogeneous M2M uplink from the sensors to a M2Mapplication server (AS) via M2M aggregators (MA). We classify the heterogeneousM2M traffic aggregated at AS into multiple Periodic Update (PU) and EventDriven (ED) classes. The PU arrivals are periodic and need to be processed by aprespecified firm service deadline whereas the ED arrivals are random with firmor soft real-time or non real-time service requirements. We use step andsigmoidal functions to represent the service utility for PU and ED packetsrespectively. We propose a delay efficient multiclass packet schedulingheuristic that aims to maximize a proportionally fair system utility metric.Specifically, the proposed scheduler prioritizes service to ED data whileensuring that the PU packets meet their service deadline. It also minimizessuccessive PU failures for critical applications by penalizing theiroccurrences. Furthermore, the failed PU packets are immediately cleared fromthe system so as to reduce network congestion. Using extensive simulations, weshow that the proposed scheduler outperforms popular packet schedulers and theperformance gap increases with heterogeneity in latency requirements and withgreater penalty for PU failures in critical applications.
机译:机器对机器(M2M)通信中的感官流量具有相当不同的服务延迟要求。因此,我们研究了通过M2M聚合器(MA)从传感器到M2M应用服务器(AS)的异构M2M上行链路的延迟性能。我们将在AS处聚集的异构M2M流量分为多个定期更新(PU)和事件驱动(ED)类。 PU到达是周期性的,需要在预先确定的公司服务截止日期之前进行处理,而ED到达是随机的,具有稳定或软实时或非实时服务要求。我们使用步进和S形函数分别表示PU和ED数据包的服务实用程序。我们提出了一种延迟有效的多类分组调度启发式算法,旨在最大化按比例公平的系统效用度量标准。具体而言,拟议的调度器将服务优先级分配给ED数据,同时确保PU分组满足其服务期限。它还通过惩罚关键应用程序的发生率,最大程度地减少了成功的PU故障。此外,失败的PU数据包会立即从系统中清除,以减少网络拥塞。通过广泛的仿真,我们证明了所提出的调度器性能优于流行的分组调度器,并且性能差距随着等待时间要求的异构性以及关键应用中的PU故障带来的更大损失而增加。

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