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