Cloud Service Optimization Method for Multi-cloud Brokering

Shyam S. Wagle
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引用次数: 6

Abstract

Cloud brokering facilitates Cloud Service Users (CSUs) to find cloud services according to their requirements. In the current practice, Cloud Service Broker (CSB) selects the cloud services from multi-cloud environment according to Service Level Agreement (SLA) offered by Cloud Service Providers (CSPs). Difficulty in selecting cloud services from multiple CSPs is, there is no guarantee that CSPs deliver cloud services according to SLA offer. In our observation, it is found that most of the CSPs do not fulfill the service commitment mentioned in SLA agreement. It is necessary to be ensured that CSPs are delivering cloud services according to SLA commitment before recommending the cloud services to the CSUs. In this work, we propose a selection method to the CSUs considering both SLA commitment and service delivery by CSPs. As CSUs' requirements are independent to each other and different like minimum Cost for services, high Availability, high Performance, high Security etc., there is not a single optimum solution and there is not a single objective. To provide the best cloud services according to CSUs' requirements, we propose Pareto solutions that consider multiple criteria to provide the optimum set of solutions to the CSUs from multiple CSPs.
多云代理的云服务优化方法
云代理使云服务用户(Cloud Service Users, csu)能够根据自己的需求找到云服务。在目前的实践中,云服务代理(CSB)根据云服务提供商(csp)提供的服务水平协议(SLA)从多云环境中选择云服务。从多个云服务提供商中选择云服务的困难在于,云服务提供商不能保证按照SLA提供云服务。在我们的观察中发现,大多数云服务提供商没有履行SLA协议中提到的服务承诺。在向云服务提供商推荐云服务之前,需要确保云服务提供商按照SLA承诺提供云服务。在这项工作中,我们提出了一种考虑服务提供商SLA承诺和服务交付的服务提供商选择方法。由于csu的需求彼此独立且不同,例如最低服务成本、高可用性、高性能、高安全性等,因此不存在单一的最佳解决方案和单一的目标。为了根据csu的需求提供最佳的云服务,我们提出了考虑多个标准的Pareto解决方案,从多个csp中为csu提供最优的解决方案集。
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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