Reliable capacity provisioning for distributed cloud/edge/fog computing applications

Per-Olov Östberg, James Byrne, P. Casari, P. Eardley, Antonio Fernández, Johan Forsman, John Kennedy, Thang Le Duc, Manuel Noya Marino, Radhika Loomba, Miguel Angel López Peña, J. L. Veiga, Theo Lynn, V. Mancuso, Sergej Svorobej, Anders Torneus, S. Wesner, P. Willis, Jörg Domaschka
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引用次数: 73

Abstract

The REliable CApacity Provisioning and enhanced remediation for distributed cloud applications (RECAP) project aims to advance cloud and edge computing technology, to develop mechanisms for reliable capacity provisioning, and to make application placement, infrastructure management, and capacity provisioning autonomous, predictable and optimized. This paper presents the RECAP vision for an integrated edge-cloud architecture, discusses the scientific foundation of the project, and outlines plans for toolsets for continuous data collection, application performance modeling, application and component auto-scaling and remediation, and deployment optimization. The paper also presents four use cases from complementing fields that will be used to showcase the advancements of RECAP.
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为分布式云/边缘/雾计算应用提供可靠的容量供应
分布式云应用程序的可靠容量配置和增强修复(RECAP)项目旨在推进云和边缘计算技术,开发可靠容量配置机制,并使应用程序放置、基础设施管理和容量配置自治、可预测和优化。本文介绍了集成边缘云架构的RECAP愿景,讨论了该项目的科学基础,并概述了用于持续数据收集、应用程序性能建模、应用程序和组件自动扩展和修复以及部署优化的工具集的计划。本文还介绍了来自互补领域的四个用例,这些用例将用于展示RECAP的进步。
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