arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2205.03098cs.NI
收藏

演进的5G:ANIARA,边缘云视角

Evolving 5G: ANIARA, an Edge-Cloud perspective

Ian Marsh, Wolfgang John, Ali Balador, Federico Tonini, Jalil Taghia, Andreas Johnsson, Paolo Monti, Jonas Gustafsson, Pontus Sköldström, Johan Sjöberg, Jim Dowling

摘要:

智能制造和智能城市等新兴用例在延迟方面提出了挑战,这是传统集中式网络无法满足的。边缘网络使计算能力更接近用户/客户端,是支持这些关键低延迟服务的有前途的解决方案。与传统的集中式网络不同,边缘本质上是分布式的,通常配备有限的连接和计算能力。这就创建了一个复杂的网络来处理,受到不同性质的故障,这需要新的解决方案在实践中工作。为了降低复杂性,需要更轻量级的解决方案来实现容器化,以及减少开销的智能监控策略。演示策略应该提供具有有限资源的可靠资源切片,以及智能扩展,同时以分布式方式保护数据隐私。电源管理也至关重要,因为在边缘提供和管理大量电源是前所未有的。

英文摘要:

Emerging use-cases like smart manufacturing and smart cities pose challenges in terms of latency, which cannot be satisfied by traditional centralized networks. Edge networks, which bring computational capacity closer to the users/clients, are a promising solution for supporting these critical low latency services. Different from traditional centralized networks, the edge is distributed by nature and is usually equipped with limited connectivity and compute capacity. This creates a complex network to handle, subject to failures of different natures, that requires novel solutions to work in practice. To reduce complexity, more lightweight solutions are needed for containerization as well as smart monitoring strategies with reduced overhead. Orchestration strategies should provide reliable resource slicing with limited resources, and intelligent scaling while preserving data privacy in a distributed fashion. Power management is also critical, as providing and managing a large amount of power at the edge is unprecedented.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑