摘要
引入人工智能技术,对云计算数据中心环境的能量管理方法展开设计具有重要的意义。笔者首先构建了云计算数据中心能量绿色调度模型,然后基于人工智能技术在深度神经网络中训练该模型,最后从成本最小化和碳排放最小化的角度设计分布式能量管理方法。实验结果表明:该方法不仅能够减少云计算数据中心环境运行过程的碳排放量,还能降低运行成本,为云计算领域的绿色发展提供支持。
The introduction of artificial intelligence technology is of great significance to design the energy management method of cloud computing data center environment. Firstly, the author constructs the green energy scheduling model of cloud computing data center, then trains the model in deep neural network based on artificial intelligence technology, and finally designs a distributed energy management method from the perspective of cost minimization and carbon emission minimization. The experimental results show that this method can not only reduce the carbon emission in the operation process of cloud computing data center environment,but also reduce the operation cost, and provide support for the green development of cloud computing.
作者
吴文波
WU Wenbo(Minnan Science and Technology University,Quanzhou Fujian 362000,China)
出处
《信息与电脑》
2021年第19期199-201,共3页
Information & Computer
关键词
人工智能技术
云计算
数据中心环境
能量管理
artificial intelligence technology
cloud computing
data center environment
energy management
