用于应用程序放置的网络集成边缘计算编排器

Vasileios Karagiannis, Apostolos Papageorgiou
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引用次数: 22

摘要

为了将应用程序与具有高延迟响应的集中式云分离开来,服务提供商将注意力转向提供低延迟和改进用户体验的边缘计算解决方案。现有的边缘部署策略以网络相关信息作为决策依据,但其设计和部署逻辑存在网络无法控制的假设偏差。在本文中,我们设计了一个协调器,它在电信基础设施中运行,并假设与接入和核心网络控制器合作。因此,可以请求网络调整,这导致协调器参与资源供应并解决优化问题(与目前的状况相反),执行顺序组件放置,并且不假设应用程序的复制程度已知或固定。它的功能依赖于启发式,包括一个基于预先计算的最短路径的启发式,它在多项式时间内运行(即,比穷举搜索快得多),并在大约99%的测试场景中找到最优解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Network-integrated edge computing orchestrator for application placement
In an effort to detach applications from centralized clouds with high latency responses, service providers turn their attention to edge computing solutions that offer low latency and improved user experience. Existing edge deployment strategies use network-related information as decision basis, but their design and their placement logic are biased by the assumption that the network cannot be controlled. In this paper, we design an orchestrator that operates within the telecom infrastructure and assumes cooperation with access and core network controllers. As a result, network adjustments can be requested, which leads to an orchestrator that participates in the provisioning of resources and solves an optimization problem that — contrary to the state of the art-performs sequential component placement and does not assume a known or fixed replication degree of the applications. Its function relies on heuristics, including one based on pre-computed shortest paths, which runs in polynomial time (i.e., much faster than an exhaustive search) and finds the optimal solution in approximately 99% of the tested scenarios.
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