KEYWORDS: Telecommunications, Power consumption, Data communications, Data storage, Carbon, Power supplies, Buildings, Fluctuations and noise, Computing systems, Data conversion
Based on the analysis of energy consumption challenges in communication network infrastructure, this article studies a data-driven green empowerment system framework, effectively utilizing massive communication infrastructure monitoring data, appropriately supplementing energy measurement sensors, exploring a conversion calculation model from communication network monitoring to energy consumption measurement, and achieving energy optimization and green empowerment in the field of communication network infrastructure.
KEYWORDS: Data communications, Telecommunications, Data storage, Data modeling, Data processing, Data acquisition, Visualization, Decision support systems, Visual analytics, Human-machine interfaces
Under high-tech conditions, the communication coverage is wide, the amount of information transmission is large, the structure is complex, the timeliness requirements are high, and the accuracy guarantee is difficult. In view of the new problems faced by the communication network operation and maintenance, relying on the network observability system and massive operation and maintenance integration of data resources, explore the data-driven multi-agent decision-making technology, and improve the whole process communication planning guarantee, event analysis and disposal, and prediction and decision-making ability, obtain and maintain information superiority under the fierce information confrontation.
KEYWORDS: Telecommunications, Data communications, Network architectures, Operational intelligence, Data acquisition, Human-machine interfaces, Databases, Visualization, New and emerging technologies, Control systems
The application of emerging technologies has deepened the dependence on communication networks, and the surge of access equipment and bearer services has increased the difficulty of communication network monitoring, fault diagnosis and emergency disposal. Under the hybrid technical architecture and dual mode of operation and maintenance, comprehensively comb the experience, processes and methods of various network operation and maintenance lines, form a multi-agent decision-making model system that cooperates with each other, and combine immersive interactive auxiliary operation and maintenance means to effectively cope with massive operation and maintenance scenarios and tasks, and improve the communication network planning, business support, fault emergency response and prediction capabilities.
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