Search Results - "Mareri, Bruce"
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Multi-Agent DRL for Task Offloading and Resource Allocation in Multi-UAV Enabled IoT Edge Network
Published in IEEE eTransactions on network and service management (01-12-2021)“…The Internet of Things (IoT) edge network has connected lots of heterogeneous smart devices, thanks to unmanned aerial vehicles (UAVs) and their groundbreaking…”
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Journal Article -
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SNAF: DRL-Based Interdependent E2E Resource Slicing Scheme for a Virtualized Network
Published in IEEE transactions on vehicular technology (01-07-2023)“…The fifth generation (5 G) mobile cellular network relies on network slicing (NS) to satisfy the diverse quality of service (QoS) requirements of various…”
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Journal Article -
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MANTA: Multi-Lane Capsule Network Assisted Traffic Classification for 5G Network Slicing
Published in IEEE wireless communications letters (01-09-2022)“…As network slicing is an enabling technology for the fifth-generation (5G) networks, it comes with complex challenges to ensure that resource management is…”
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Journal Article -
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Multimodal Deep Learning-based Demand Forecasting in Network Slicing
Published in 2022 International Conference on Computing, Communication, Perception and Quantum Technology (CCPQT) (01-08-2022)“…One of the critical benefits of emerging wireless networks is the provision of accurate demand predictions. Resource availability is one of the essential…”
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