AUTONOMIC SERVICE MANAGEMENT IN MOBILE CLOUD INFRASTRUCTURES

A. Tahir, A. Adeyinka
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引用次数: 5

Abstract

With the introduction and advancement of mobile cloud computing, endless opportunities for the provision of mobile phone services have ensued. Mobile cloud computing technology has brought about a breakthrough in information management by enabling the use of central servers which act as hosts, to deliver the required services, providing flexibility and reliability to mobile users. Due to the dynamic nature of mobile devices, and various constraints such as limited bandwidth however, the use of a traditional central server for these devices continues to prove problematic, with a number of issues including congestion and server failure occurring time and time again, while the demand for mobile cloud services continue to rise. This research project seeks to address these problems by presenting an alternate approach for service management in mobile cloud infrastructures. This research presents a decentralised model that takes inspiration from the flocking behaviour of birds since birds are known to interact locally to produce a global behaviour without a central point of authority. Three variations of the proposed model were developed to support how mobile devices interact for service provision. As an exemplar case study, a simulation of mobile users participating in the opening ceremony of the London 2012 Olympics where multimedia contents are provided and consumed as services was performed. Additionally, experiments were conducted to evaluate the three variations of the models based on their performance on the set out aim. The results from the experiments indicate that the proposed mechanism was quite practicable since the mobile devices are able to select and provide services in a decentralised manner. The research has shown that mobile devices can be configured to provide their services in a decentralised manner while considering social issues.
移动云基础设施中的自主服务管理
随着移动云计算的引入和发展,提供移动电话服务的无限机会随之而来。移动云计算技术带来了信息管理方面的突破,它允许使用中央服务器作为主机,提供所需的服务,为移动用户提供灵活性和可靠性。然而,由于移动设备的动态特性以及带宽有限等各种限制,使用传统的中央服务器仍然存在问题,包括拥塞和服务器故障在内的许多问题一次又一次地发生,而对移动云服务的需求继续上升。本研究项目旨在通过提出移动云基础设施中服务管理的替代方法来解决这些问题。这项研究提出了一个分散的模型,它从鸟类的群集行为中获得灵感,因为众所周知,鸟类在没有中心权威的情况下,会在局部相互作用,从而产生一种全球行为。提出的模型的三个变体被开发出来,以支持移动设备如何交互以提供服务。作为一个范例案例研究,模拟了参与2012年伦敦奥运会开幕式的移动用户,其中多媒体内容作为服务提供和消费。此外,根据模型在设定目标上的表现,对模型的三种变化进行了实验评估。实验结果表明,由于移动设备能够以分散的方式选择和提供服务,因此所提出的机制是非常可行的。研究表明,在考虑社会问题的同时,移动设备可以被配置成以分散的方式提供服务。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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