A Distributed Trust Layer for Edge Infrastructure

V. T. Le, Nabil El Ioini, C. Pahl, H. Barzegar, C. Ardagna
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引用次数: 2

Abstract

Recently, Mobile Edge Cloud computing (MEC) has attracted attention both from academia and industry. The idea of moving a part of cloud resources closer to users and data sources can bring many advantages in terms of speed, data traffic, security and context-aware services. The MEC infrastructure does not only host and serves applications next to the end-users, but services can be dynamically migrated and reallocated as mobile users move in order to guarantee latency and performance constraints. This specific requirement calls for the involvement and collaboration of multiple MEC providers, which raises a major issue related to trustworthiness. Two main challenges need to be addressed: i) trustworthiness needs to be handled in a manner that does not affect latency or performance, ii) trustworthiness is considered in different dimensions - not only security metrics but also performance and quality metrics in general. In this paper, we propose a trust layer for public MEC infrastructure that handles establishing and updating trust relations among all MEC entities, making the interaction withing a MEC network transparent. First, we define trust attributes affecting the trusted quality of the entire infrastructure and then a methodology with a computation model that combines these trust attribute values. Our experiments showed that the trust model allows us to reduce latency by removing the burden from a single MEC node, while at the same time increase the network trustworthiness.
边缘基础设施的分布式信任层
近年来,移动边缘云计算(MEC)引起了学术界和工业界的广泛关注。将一部分云资源移动到离用户和数据源更近的地方的想法可以在速度、数据流量、安全性和上下文感知服务方面带来许多优势。MEC基础设施不仅在终端用户旁边托管和服务应用程序,而且可以随着移动用户的移动动态迁移和重新分配服务,以保证延迟和性能限制。这一具体要求要求多个MEC供应商的参与和合作,这就提出了一个与可信度相关的主要问题。需要解决两个主要挑战:i)可靠性需要以不影响延迟或性能的方式处理,ii)可靠性需要从不同的维度考虑——不仅是安全指标,还有一般的性能和质量指标。在本文中,我们提出了一个公共MEC基础设施的信任层,它处理所有MEC实体之间的信任关系的建立和更新,使MEC网络内部的交互透明。首先,我们定义了影响整个基础设施可信质量的信任属性,然后定义了一种结合这些信任属性值的计算模型的方法。我们的实验表明,信任模型允许我们通过消除单个MEC节点的负担来减少延迟,同时增加网络的可信度。
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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