Multi-threaded Simulation of 4G Cellular Systems within the LTE-Sim Framework

Alessandro Pellegrini, G. Piro
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引用次数: 10

Abstract

Nowadays, an always increasing number of researchers and industries are putting a large effort in the design and the implementation of protocols, algorithms, and network architectures targeted at the the emerging 4G cellular technology. In this context, multi-core/multi-processor simulation tools can accelerate their activities by drastically reducing the time required to simulate complex scenarios. Unfortunately, today's available tools are mostly single-threaded and they cannot exploit the performance gain offered by parallel programming approaches. To bridge this gap, we have significantly upgraded the LTE-Simframework by implementing a concurrent scheduling algorithm, namely the Multi-Master Scheduler, aimed at efficiently handling events in a parallel manner, while guaranteeing the correct execution of the simulation itself. Experimental results will demonstrate the effectiveness of our proposal and the performance gain that can be achieved with respect to other classical event scheduling algorithms.
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LTE-Sim框架下4G蜂窝系统的多线程仿真
目前,越来越多的研究人员和行业正致力于针对新兴的4G蜂窝技术设计和实现协议、算法和网络架构。在这种情况下,多核/多处理器模拟工具可以通过大幅减少模拟复杂场景所需的时间来加速它们的活动。不幸的是,目前可用的工具大多是单线程的,它们无法利用并行编程方法带来的性能提升。为了弥补这一差距,我们通过实现并发调度算法(即Multi-Master Scheduler)对LTE-Simframework进行了重大升级,旨在以并行方式有效地处理事件,同时保证模拟本身的正确执行。实验结果将证明我们的建议的有效性和性能增益可以达到相对于其他经典的事件调度算法。
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