Research on Office Cloud System Based on Virtualization Container and AI Algorithm Engine
To further improve office efficiency and quality while achieving modern office work,taking tobacco enterprise office as an example,a virtual container and artificial intelligence algorithm based office cloud system is proposed.Among them,the construc-tion of an office cloud system is based on Docker virtualization technology,and convolutional neural networks and long short-term memory networks are introduced to construct a resource prediction model.Corresponding improvements are made to the model to im-prove the accuracy of resource prediction and thus enhance the management level of the office system.The experimental results show that compared with other types of prediction models,the resource prediction model based on the improved LSTM fused CNN model constructed in this study has higher predictive performance,and shows higher accuracy in both RMSE and MAE evaluation indicators;When applying the constructed office cloud system to actual tobacco enterprise office scenarios,accurate CPU usage predictions can be made,and the predicted results are very close to the actual CPU usage.In summary,the office cloud system based on virtualization containers and artificial intelligence algorithms constructed has good performance.Applying it to the daily office scenarios of actual to-bacco enterprises can help users improve their data processing level,thereby improving work efficiency and quality,and has high fea-sibility.