IEEE/ACM Transactions on Networking · 2023 · 11 citations · 27 references
ComputingComputer SystemsMobile ComputingQueuing TheorySchedulingCongestion ControlCongestion ManagementFlow ControlQueueing TheoryResource SchedulingResource-constrained SchedulingControl Of Queueing NetworksFlow SchedulingQos ManagementQos-aware SchedulingQuality Of Service ProvisioningQueueing Control PoliciesScheduling PoliciesSystem Utilization
5G and beyond networks are expected to support flows with varied Quality-of-Service (QoS) requirements under unpredictable traffic conditions. Consequently, designing policies ensuring optimal system utilization in such networks is challenging. Given this, we formulate a long-term time-averaged scheduling problem that minimizes a weighted function of packets dropped by the 5G wireless base station. We then present two policies for this problem. The first is a delay-guaranteed near-optimal policy, and the second is a delay-guaranteed sub-optimal policy that provides flow isolation. We perform extensive simulations to understand the performance of these policies. Further, we study these policies in the presence of a closed-loop flow rate-control mechanism.
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A Survey on 5G Usage Scenarios and Traffic Models
Jorge Navarro‐Ortiz, Pablo Romero-Díaz, Sandra Sendra et al. · IEEE Communications Surveys & Tutorials · 2020 · 699 citations · Full text