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The utilisation of peer-to-peer techniques in autonomous mobile phone device management: Efficient framework for advanced device self-management

机译:自主移动电话设备管理中对等技术的利用:高级设备自我管理的高效框架

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This contribution aims at automating an increasingly complex and expensive task of real-time introspection and inspection of large-scale distributed systems like a mobile phone fleet by using state-of-art machine-learning, probabilistic reasoning and information-theoretic approaches. Achieving Advanced Device self-Managing (ADsM) capabilities in end to end reconfigurable mobile phone systems and networks is a central goal of E{sup}2R2 [2], which is considered an inevitable next step in the evolution of today's management tools like the Open Mobile Alliance (OMA) [3] Device Management (DM). This framework is so far predominantly targeted towards the update of already sold mobiles by the device manufacturer. Another main aspect is the provisioning of operator dependent settings. Given the incredible rapid growth in network-size, complexity and considering desired abilities like dynamic spectrum management for spectrum-trading, moving the management plane to a higher abstraction layer is essential to keep track. This paper focuses on the enabling Peer to Peer (P2P) routing and collaborating basis as a common knowledge foundation.
机译:这一贡献旨在通过使用最先进的机器学习,概率理论和信息 - 理论方法,自动化实时内省和检查大型分布式系统的实时内省和检查大规模分布式系统。实现高级设备的自我管理(ADSM)最终可重新配置的移动电话系统和网络是E {SUP} 2R2 [2]的核心目标,这被认为是当今管理工具的演变中的不可避免的下一步打开移动联盟(OMA)[3]设备管理(DM)。到目前为止,这一框架主要针对设备制造商已经出售的Mobiles更新。另一个主要方面是提供操作员相关的设置。鉴于网络大小,复杂性和考虑到频谱交易的动态频谱管理等所需能力的令人难以置信的快速增长,将管理平面移动到更高的抽象层对于跟踪至关重要。本文重点介绍了对同行(P2P)路由和协作作为共同知识基础的对等体。

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