Analysis of Intelligent Processing Technology for Communication Engineering Data Based on Cloud Computing
This research designs a comprehensive data processing scheme for communication engineering in a cloud computing environment that integrates large-scale heterogeneous communication data through the synergistic application of virtualization,big data analytics,and artificial intelligence technologies.The study overcomes the limitations of traditional data processing techniques,enhancing the flexibility of data management while reducing operational complexity,thereby significantly upgrading intelligent decision-making capabilities and maintenance efficiency within communication networks.Experimental results demonstrate that this proposed solution can effectively handle petabyte-scale datasets,markedly improving query speeds,and ensuring both accuracy and latency performance of machine learning models in big data environments.