过去一年中添加的文章，按日期排序
AI-based NFV Management and Orchestration
김희곤 - 2024 - poasis.postech.ac.kr
6 天前 - … Network Functions (VNFs). The integration of these technologies facilitates rapid,
dynamic resource allocation … for NFV management tasks through machine learning algorithms …
dynamic resource allocation … for NFV management tasks through machine learning algorithms …
Deep Learning Aided Intelligent Reflective Surfaces for 6G: A Survey
14 天前 - … vision (CV), blockchain, network function virtualization (NFC), integrated sensing …
dynamic wireless environment where user mobility, dynamic CSI, dynamic resource allocation…
dynamic wireless environment where user mobility, dynamic CSI, dynamic resource allocation…
[PDF][PDF] Service Function Chain Deployment Algorithm Based on Multi-Agent Deep Reinforcement Learning
W Huang, Q Zhang, T Liu, Y Xu… - Computers, Materials and …, 2024 - cdn.techscience.cn
15 天前 - … network function virtualization service function chain (SFC) under 5G networks, this
paper proposes a multi-agent deep … and elastic resource management and resource sharing…
paper proposes a multi-agent deep … and elastic resource management and resource sharing…
UAV Dynamic Service Function Chains Deployment Based on Security Considerations: A Reinforcement Learning Method
30 天前 - … and security of resource allocation for SFC placement, … used machine learning
methods such as deep learning to … of network functions by orchestrating the security resources. …
methods such as deep learning to … of network functions by orchestrating the security resources. …
The promise of applying Machine Learning techniques to Network Function Virtualization
35 天前 - … to resource management, security and anomaly detection. Recently, Machine learning
(ML) … Utilizing Machine learning to address the challenges faced by NFV is a promising …
(ML) … Utilizing Machine learning to address the challenges faced by NFV is a promising …
5G service function chain provisioning: A deep reinforcement learning-based framework
53 天前 - … Abstract— We study the dynamic joint service function chain (SFC) embedding
problem in a network function virtualization (NFV)-enabled edge cloud network. Our design goal …
problem in a network function virtualization (NFV)-enabled edge cloud network. Our design goal …
Generalizable 5G RAN/MEC Slicing and Admission Control for Reliable Network Operation
57 天前 - … QoS with dedicated resource allocations while sharing … RAN and MEC virtual network
functions (VNFs) can increase … Deep reinforcement learning (DRL) has shown promising …
functions (VNFs) can increase … Deep reinforcement learning (DRL) has shown promising …
Dynamic and efficient resource allocation for 5G end‐to‐end network slicing: A multi‐agent deep reinforcement learning approach
M Asim Ejaz, G Wu, T Iqbal - International Journal of Communication … - Wiley Online Library
58 天前 - … Integrating mobile edge computing (MEC) and network function virtualization (NFV) …
an online resource allocation problem in an MEC network where computing resources are …
an online resource allocation problem in an MEC network where computing resources are …
O-RAN-Based Digital Twin Function Virtualization for Sustainable IoV Service Response: An Asynchronous Hierarchical Reinforcement Learning Approach
60 天前 - … O-RAN, which merges AI with network virtualization, has … networks (SDN) and
network function virtualization (NFV) [8]–[11]. A key feature of O-RAN is its virtualized network …
network function virtualization (NFV) [8]–[11]. A key feature of O-RAN is its virtualized network …
TactiFlex: A Federated learning-enhanced in-content aware resource allocation flexible architecture for Tactile IoT in 6G networks
O Alnajar, A Barnawi - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
67 天前 - … for collaborative machine learning, enhancing resource allocation and ensuring
data … making and coordination hub for network functions, resource allocation, and data traffic …
data … making and coordination hub for network functions, resource allocation, and data traffic …