In this research, we study the information freshness in M/G/1 queueing system with a single buffer and the server taking multiple vacations. This system has wide applications in communication systems. We aim to evaluate the information freshness in this system with both i.i.d. and non-i.i.d. vacations under three different scheduling policies, namely Conventional Buffer System (CBS), Buffer Relaxation System (BRS), and Conventional Buffer System with Preemption in Service (CBS-P). For the systems with i.i.d. vacations, we derive the closed-form expressions of information freshness metrics such as the expected Age of Information (AoI), the expected Peak Age of Information (PAoI), and the variance of peak age under each policy. For systems with non-i.i.d. vacations, we use the polling system as an example and provide the closed-form expression of its PAoI under each policy. We explore the conditions under which one of these policies has advantages over the others for each information freshness metric. We further perform numerical studies to validate our results and develop insights.
翻译:在这一研究中,我们研究M/G/1排队系统的信息新鲜度,并使用单一缓冲和服务器进行多次休假。该系统在通信系统中应用范围很广。我们的目标是评估该系统的信息新鲜度,使用i.d.d.和非i.d.d.根据三种不同的时间安排政策,即常规缓冲系统(CBS)、缓冲放松系统(BRS)和常规缓冲系统(CBS-P)。对于有i.d.假期的系统,我们获取信息新鲜度量度的封闭式表达方式,如预期的信息时代(AoI)、预期的信息高峰时代(PaoI),以及每项政策下的最高年龄的差异。对于非i.d.休假的系统,我们以投票系统为例,并在每项政策下提供其PAOI的封闭式表达方式表达方式。我们探索其中一种政策在每种信息新鲜度度度衡量标准方面优于其他政策的条件。我们进一步进行数字研究,以验证我们的结果并发展洞察力。