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

Deep Reinforcement Learning-Based Network Slicing for Beyond 5G

(2022) Kyungjoo Suh et al.   IEEE Access

Intelligent Radio Access Network Slicing for Service Provisioning in 6G: A Hierarchical Deep Reinforcement Learning Approach

(2021) Jie Mei et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Network Slicing Cost Allocation Model

(2020) Asma Chiha et al.   Journal of Network and Systems Management

Multi-Resource Allocation for Network Slicing

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

Distributed Resource Allocation Optimization in 5G Virtualized Networks

(2019) Hassan Halabian   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Learning Driven Computation Offloading for Asymmetrically Informed Edge Computing

(2019) Miao Hu et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Distributed Deep Learning at the Edge: A Novel Proactive and Cooperative Caching Framework for Mobile Edge Networks

(2019) Yuris Mulya Saputra et al.   IEEE Wireless Communications Letters

GAN-Powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing

(2019) Yuxiu Hua et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Network Slicing & Softwarization: A Survey on Principles, Enabling Technologies & Solutions

(2018) Ibrahim Afolabi et al.   IEEE Communications Surveys and Tutorials

Adaptive 5G Low-Latency Communication for Tactile Internet Services

(2018) Joachim Sachs et al.   PROCEEDINGS OF THE IEEE

Low-Latency Networking: Where Latency Lurks and How to Tame It

(2018) Xiaolin Jiang et al.   PROCEEDINGS OF THE IEEE

5G Wireless Network Slicing for eMBB, URLLC, and mMTC: A Communication-Theoretic View

(2018) Petar Popovski et al.   IEEE Access

Distributed Resource Allocation for Network Slicing Over Licensed and Unlicensed Bands

(2018) Yong Xiao et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Network Slicing to Enable Scalability and Flexibility in 5G Mobile Networks

(2017) Peter Rost et al.   IEEE COMMUNICATIONS MAGAZINE

Multi-Tenant Radio Access Network Slicing: Statistical Multiplexing of Spatial Loads

(2017) Pablo Caballero et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

Matheuristic With Machine-Learning-Based Prediction for Software-Defined Mobile Metro-Core Networks

(2017) Rodolfo Alvizu et al.   Journal of Optical Communications and Networking

virtual network embedding based on computing, network and storage resource constraints

(2017) Peiying Zhang et al.   IEEE Internet of Things Journal

From network sharing to multi-tenancy: The 5G network slice broker

(2016) Konstantinos Samdanis et al.   IEEE COMMUNICATIONS MAGAZINE

Resource Slicing in Virtual Wireless Networks: A Survey

(2016) Matias Richart et al.   IEEE Transactions on Network and Service Management

Resource Slicing in Virtual Wireless Networks: A Survey

(2016) Matias Richart et al.   IEEE Transactions on Network and Service Management

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Software-Defined and Virtualized Future Mobile and Wireless Networks: A Survey

(2014) Mao Yang et al.   MOBILE NETWORKS & APPLICATIONS

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING