Fundamentals of 5G Wireless Communications (Sachan Book 82) by Dr. V K Sachan

Author:Dr. V K Sachan [Sachan, Dr. V K]
Language: eng
Format: azw3, epub
Published: 2020-04-30T16:00:00+00:00

Figure 4.8: Machine Learning in Service Planning

The services are offered in three layers, as illustrated in Figure 4.8. Data services are used to import and process the data required by machine learning modules. Multiple services from these three layers can be selected and integrated based on an operator's requirements and data availability. Machine learning services provide central predictive functionality and planning services organize predictive services for action recommendation and policy implementation. Machine learning models can also be used with other tools that collect network management data. Figure 4.9 presents the service portfolio. Data services and planning services complement basic machine learning services. The services are divided into five categories. Data services and planning services are used to complement the machine learning services offered in the portfolio. The categories are briefly explained as follows:

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