基于基础设施性能和事件数据的云自组织架构

M. Serrano, M. Hauswirth, Nikos Kefalakis, J. Soldatos
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引用次数: 8

摘要

云系统的管理性能是通过云控制虚拟基础设施的能力及其独立运行并行计算应用程序和分布式处理服务的能力来衡量的。如何通过分布式用户数据和应用程序数据需求更动态地(自组织)实现这种管理性能的挑战仍然是一个有待探索的领域。本文首先介绍了一个功能架构设计,遵循基于云的服务生命周期控制和云中的服务组合的原则;其次介绍了一种内部方法,通过使用事件驱动的管理操作作为概念实现的证明,实现了云服务的自组织,控制了虚拟机的安装。从云中的管理角度来看,通过事件数据处理实现对虚拟基础设施的控制,作为对性能协议的响应,是非常重要的。同样,通过启用可扩展应用程序、使用分布式信息系统和关联数据处理来管理云服务生命周期,可以保证云系统的自组织特性。最后,正如本文所讨论的那样,在云服务管理中使用基础设施性能和最终用户数据时,会产生多种优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Self-Organizing Architecture for Cloud by Means of Infrastructure Performance and Event Data
The management performance of cloud systems is measured by the capacity of the cloud for controlling virtual infrastructures and their capability to run parallel-computing applications and distributed-processing services independently. The challenge about how this management performance can be done more dynamically (self-organization) by means of distributed user data and application data demands is yet an area to explore. This paper introduces first a functional architecture design, following the principles for cloud-based service lifecycle control and service composition in cloud, and second an in-house approach enabling self-organization for cloud services controlling the installation of virtual machines by using event-driven management operations acting as a proof of concept implementation. From a management point of view in cloud, enabling control of virtual infrastructures as a response to performance protocols by means of event(s) data processing is fundamental. Likewise managing cloud services lifecycle by enabling scalable applications and using distributed information systems and linked data processing, guarantee the self-organizing feature for cloud systems. Finally multiple advantages arise when infrastructure performance and end user data are used in cloud service management as it is discussed in this paper.
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