Optimization Design of Computer Network Control System Based on Deep Learning Algorithm
In today's information age,the stability and efficiency of computer networks are cru-cial for both individuals and businesses.The network control system is responsible for monito-ring and managing network traffic,ensuring the security and efficiency of data transmission.However,with the expansion of network scale and the diversification of application require-ments,traditional network control technologies face many challenges,including insufficient data processing capabilities,slow response speed,and inability to effectively cope with complex and dynamic network environments.Deep learning,as an algorithm that can automatically learn and extract high-level features from large amounts of data,has shown strong performance in fields such as image recognition and natural language processing.Its application in network control systems,especially in traffic prediction,anomaly detection,and network security,provides new solutions.
Deep learningComputer network controlsystem optimization