ETRI-Knowledge Sharing Plaform

Deep Reinforcement Learning Caching Algorithm Caching Policy Research And Development(R&D) Edge Nodes Simulation Results Time-To-Live(TTL) Quality-Of-Service(QoS) Cloud Server Changing Environment Edge Cloud Critical Issues Deep Learning(DL) Learning-Based Multi-Agent Reinforcement Learning Distributed And Parallel Processing Steady State Prediction Model Heuristic Approach Network Research Smart Mobility Mobility Characteristics Network Cache Throughput Performance Non-Stationary Environments Distribution Problem Hierarchical Distributed Architecture Distribution Strategy Function As A Service Network Management Edge Networks Task Offloading Ultra-Low Latency Learning Technology Computation Complexity Development Project Large Scale Internet Stochastic Modeling And Simulation Traffic Scenarios Geo-Distributed Cloud Long-Short Term Memory(LSTM) Optimal State Context-Aware Service Decision Problem Auto-Scaling Cloud Computing Simulator Service Level Objectives Cache Size Mobile Communication Networks 3rd Generation Partnership Project(3GPP) Startup Delay Cache Storage Decision Making Problem Service Provider Traffic Data Resource Allocation Np-Hard State-Of-The-Art Control Efficiency Memory Resources Qos Awareness Non-Stationary Traffic Optimization Problem Utility Maximization Conventional Algorithms Autonomous Vehicle Protocol Stack Simulation Software Energy Efficiency Mobile Traffic Continuous Development Multi-Agent Learning Violation Rate Development Purposes Global Model Curse Of Dimensionality Joint Optimization Federated Learning Mixed-Integer Nonlinear Programming Model Accuracy Service Differentiation Problem Formulation Suboptimal Solution Token Bucket Central Server Prediction Accuracy Cost-Efficient 3gpp Standards Behavioral Characteristics Execution Efficiency Generative Models Workload Distribution Autonomic Networking Communication Standards Proof-Of-Concept Time-Varying Slow Convergence Virtualization Technologies Traffic Prediction User Mobility Scaling Method Edge Server Selection Internet Of Things(IoT) Cooperative Multi-Agent Machine Learning Paradigm Network Simulator(NS2) Transient State Privacy Concerns Self-Management Short-Delay Utility-Driven Network Technology Relaxation Techniques Temporal Correlation New Type Based Approach Legal Issues Estimation Model Elastic Network Energy Consumption It Systems Learning Approach Location Based Applications Mobility Traces Data Sets Generative Adversarial Network Cache Nodes Industrial Control Task Response Time High Throughput Cache Hit Rate Network Services Qos Constraints Core Network Accuracy Estimation Intelligent Networks(Smart Grid) Mobile Edge Computing(MEC)