An in-depth survey on virtualization technologies in 6g integrated terrestrial and non-terrestrial networks
6G networks are envisioned to deliver a large diversity of applications and meet stringent
Quality of Service (QoS) requirements. Hence, integrated Terrestrial and Non-Terrestrial …
Quality of Service (QoS) requirements. Hence, integrated Terrestrial and Non-Terrestrial …
Anomaly detection in cloud computing using knowledge graph embedding and machine learning mechanisms
The orchestration of cloud computing infrastructures is challenging, considering the number,
heterogeneity and dynamicity of the involved resources, along with the highly distributed …
heterogeneity and dynamicity of the involved resources, along with the highly distributed …
Extending OpenStack Monasca for Predictive Elasticity Control
Traditional auto-scaling approaches are conceived as reactive automations, typically
triggered when predefined thresholds are breached by resource consumption metrics …
triggered when predefined thresholds are breached by resource consumption metrics …
GCN-based multi-agent deep reinforcement learning for dynamic service function chain deployment in IoT
S Wang, H Cao, L Yang, S Garg… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
The rapid development of technologies such as the Internet of Things, SDN/NFV, and 6G is
driving up the demand for dynamic deployment of service function chains (SFC). These …
driving up the demand for dynamic deployment of service function chains (SFC). These …
Graph Transformer and LSTM Attention for VNF Multi-Step Workload Prediction in SFC
Y Wu, J Liu, C Wang, X Xie, G Shi - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The knowledge on a Service Function Chain's (SFC's) resource requirements is an
indispensable prerequisite for proactive resource provisioning and run-time management of …
indispensable prerequisite for proactive resource provisioning and run-time management of …
Predictive resource allocation and VNF deployment using ensemble learning
S Dubba, S Gupta, BR Killi - Multimedia Tools and Applications, 2024 - Springer
Network function virtualization allows the implementation of network services on readily
available commercial off-the-shelf servers. A primary obstacle is efficiently, autonomously …
available commercial off-the-shelf servers. A primary obstacle is efficiently, autonomously …
A graphical deep learning technique-based VNF dependencies for multi resource requirements prediction in virtualized environments
A Bellili, N Kara - Computing, 2024 - Springer
With recent developments in cloud computing, massive unplanned traffic loads are
submitted to cloud platforms. High traffic load variations lead to uncertainty in resource …
submitted to cloud platforms. High traffic load variations lead to uncertainty in resource …
[PDF][PDF] An Adaptive Hybrid Optimization Strategy for Resource Allocation in Network Function Virtualization.
C Wen, D Zeng - CMES-Computer Modeling in Engineering & …, 2024 - cdn.techscience.cn
With the rapid development of Network Function Virtualization (NFV), the problem of low
resource utilization in traditional data centers is gradually being addressed. However …
resource utilization in traditional data centers is gradually being addressed. However …