Multi-SP Network Slicing Parallel Relieving Edge Network Conflict

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(2023) Guorong Zhou et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Distributed algorithms for multi-resource allocation

(2022) Francesca Fossati et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Joint Service Quality Control and Resource Allocation for Service Reliability Maximization in Edge Computing

(2022) Wenyu Zhang et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Using Distributed Reinforcement Learning for Resource Orchestration in a Network Slicing Scenario

(2022) Federico Mason et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

Multi-agent deep reinforcement learning: a survey

(2021) Sven Gronauer et al.   ARTIFICIAL INTELLIGENCE REVIEW

Generative Adversarial Network-Based Transfer Reinforcement Learning for Routing With Prior Knowledge

(2021) Tianjian Dong et al.   IEEE Transactions on Network and Service Management

Graph Attention Network-Based Multi-Agent Reinforcement Learning for Slicing Resource Management in Dense Cellular Network

(2021) Yan Shao et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Deep Reinforcement Learning for Adaptive Network Slicing in 5G for Intelligent Vehicular Systems and Smart Cities

(2021) Almuthanna Nassar et al.   IEEE Internet of Things Journal

Deep Reinforcement Learning for Load-Balancing Aware Network Control in IoT Edge Systems

(2021) Qingzhi Liu et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Virtualized Network Function Forwarding Graph Placing in SDN and NFV-Enabled IoT Networks: A Graph Neural Network Assisted Deep Reinforcement Learning Method

(2021) Yanghao Xie et al.   IEEE Transactions on Network and Service Management

DPoS: Decentralized, Privacy-Preserving, and Low-Complexity Online Slicing for Multi-Tenant Networks

(2021) Hailiang Zhao et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Joint Management of Compute and Radio Resources in Mobile Edge Computing: A Market Equilibrium Approach

(2021) Eugenio Moro et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

A Heuristically Assisted Deep Reinforcement Learning Approach for Network Slice Placement

(2021) Jose Jurandir Alves Esteves et al.   IEEE Transactions on Network and Service Management

Automatic Virtual Network Embedding: A Deep Reinforcement Learning Approach With Graph Convolutional Networks

(2020) Zhongxia Yan et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Multi-Resource Allocation for Network Slicing

(2020) Francesca Fossati et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

Recent Advances of Resource Allocation in Network Function Virtualization

(2020) Song Yang et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Optimal Virtual Network Function Deployment for 5G Network Slicing in a Hybrid Cloud Infrastructure

(2020) Antonio De Domenico et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

You Calculate and I Provision: A DRL-Assisted Service Framework to Realize Distributed and Tenant-Driven Virtual Network Slicing

(2020) Xu Zhang et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Network Slice Reconfiguration by Exploiting Deep Reinforcement Learning With Large Action Space

(2020) Fengsheng Wei et al.   IEEE Transactions on Network and Service Management

A Comprehensive Survey on the E2E 5G Network Slicing Model

(2020) Mohammed Chahbar et al.   IEEE Transactions on Network and Service Management

Distributed Task Migration Optimization in MEC by Extending Multi-Agent Deep Reinforcement Learning Approach

(2020) Chubo Liu et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Network Function Virtualization-Aware Orchestrator for Service Function Chaining Placement in the Cloud

(2019) Hassan Hawilo et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Network Slicing Games: Enabling Customization in Multi-Tenant Mobile Networks

(2019) Pablo Caballero et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

Multi-Agent Deep Reinforcement Learning for Dynamic Power Allocation in Wireless Networks

(2019) Yasar Sinan Nasir et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Resource Allocation for Network Slicing in 5G Telecommunication Networks: A Survey of Principles and Models

(2019) Ruoyu Su et al.   IEEE NETWORK

5G network slicing using SDN and NFV: A survey of taxonomy, architectures and future challenges

(2019) Alcardo Alex Barakabitze et al.   Computer Networks

Optimal VNF Placement via Deep Reinforcement Learning in SDN/NFV-Enabled Networks

(2019) Jianing Pei et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

A Deep Reinforcement Learning Approach for VNF Forwarding Graph Embedding

(2019) Pham Tran Anh Quang et al.   IEEE Transactions on Network and Service Management

On Table Resource Virtualization and Network Slicing in Programmable Data Plane

(2019) Yuhan Xue et al.   IEEE Transactions on Network and Service Management

Network Slicing in 5G: Survey and Challenges

(2017) Xenofon Foukas et al.   IEEE COMMUNICATIONS MAGAZINE

Deep Reinforcement Learning: A Brief Survey

(2017) Kai Arulkumaran et al.   IEEE SIGNAL PROCESSING MAGAZINE

Integer programming formulations for the elementary shortest path problem

(2016) Leonardo Taccari   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

A Scalable Algorithm for the Placement of Service Function Chains

(2016) Marouen Mechtri et al.   IEEE Transactions on Network and Service Management

A Scalable Algorithm for the Placement of Service Function Chains

(2016) Marouen Mechtri et al.   IEEE Transactions on Network and Service Management

The Internet Topology Zoo

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