Raw dataset used in the paper "Leveraging GNNs for Intent-Driven 5G RAN Optimization in Autonomous Networks"

Dataset description

Column parameters

seed urllcUes numerology startTime nodeID URLLCbwpSize urllcLambda urllcPacketSize latency avgLatency urllcThroughput SchedulerType eMBBUes throughputeMBB emBBavgLoad

Parameters description

• seed: simulation seed.
• urllcUes: number of URLLC UEs.
• numerology: 5G NR numerology.
• startTime: start time of the application.
• nodeID: Node ID.
• URLLCbwpSize: URLLC BWP size. If the value is 1, then there is no spectrum division, both applications are sharing the same spectrum.
• urllcLambda: URLLC packet interval.
• urllcPacketSize: URLLC packet size in bytes.
• latency: UE latency in ms.
• avgLatency: average of all URLLC UEs latency in ms.
• urllcThroughput: URLLC throughput in Mbps.
• SchedulerType: scheduler algorithm.
• throughputeMBB: eMBB throughput in Mbps .
• emBBavgthroughput: average of all eMBB UEs throughput in Mbps.