5G Resource Allocation refers to the process of distributing and managing the available resources in a 5G network to ensure optimal network performance and user experience. This involves the allocation of resources such as spectrum, network bandwidth, and power among the various users and devices connected to the network.
This dataset extensively explores 5G resource allocation, leveraging advanced AI techniques to dynamically control network resources like bandwidth, frequency spectrum, and computing power in real-time.
Let's explore Call Center Dataset:
📋 Number of Rows: 400 📁 Number of Columns: 8
Column Names and Descriptions:
🆔 User Id: Unique identifier for each user.
⏰ Timestamp: The date and time of the data recording.
🌐 Application Type: The type of application utilizing network resources (e.g., video streaming, IoT).
📶 Signal Strength: The strength of the signal at the time of measurement.
⏳ Latency: The delay experienced in data transmission.
📋 Required Bandwidth: The amount of bandwidth demanded by the application.
🔈 Allocated Bandwidth: The amount of bandwidth assigned to the application.
📈 Resource Allocation: Percentage of resources allocated for the application's operation.