On-Demand Centralized Resource Allocation for IoT Applications: AI-Enabled Benchmark

R Zhang, L Liu, M Dong, K Ota - Sensors, 2024 - mdpi.com
The development of emerging information technologies, such as the Internet of Things (IoT),
edge computing, and blockchain, has triggered a significant increase in IoT application …

Performance Evaluation of Self-similar GPS Scheduling: A Knowledge-Driven Dual-Task Deep Learning Approach

R Zhang, N Liu, L Liu, M Dong, K Ota… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Generalized Processor Sharing (GPS) under self-similar traffic is widely used for guiding
resource allocation in modern communication networks where performance evaluation, ie …