基于多云架构进行应用编排混合部署的研究

Research on Big Data Driven Method of Cloud Computing Smart Grid

摘要:

针对单云架构存在的技术不足,提出了多云架构的编排混合部署方案。构建出包括多云存储层、云软件平台、数据传递层和应用层的架构体系,在多云网络架构中,云软件平台包括数据层、控制层、数据接口层和应用层,并在网络设备的控制平面设置SDN控制器,通过VPC(Virtual Private Cloud 虚拟私有云)对底层网络进行计算、分析、处理、存储和共享等。并在编排器内引入自适应蚁群算法,应用基于SDN/NFV 的通讯网络实现数据重构,进而实现数据网络的集中控制和智能编排。通过试验,本研究的方法误差精度低, 应用效果较好。

Abstract:

Aiming at the technical shortcomings of the single cloud architecture, a hybrid deployment scheme of multi-cloud architecture was proposed. Build an architecture system that includes a multi-cloud storage layer, a cloud software platform, a data transfer layer, and an application layer. In a multi-cloud network architecture, a cloud software platform includes a data layer, a control layer, a data interface layer, and an application layer. The control plane is provided with an SDN controller, and the underlying network is calculated, analyzed, processed, stored, and shared through a VPC (Virtual Private Cloud). An adaptive ant colony algorithm is introduced into the orchestrator, and the communication network based on SDN / NFV is used to implement data reconstruction, thereby achieving centralized control and intelligent orchestration of the data network. Through experiments, the method of this study has low error accuracy and good application effect.