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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
SON
biblio
Generative Adversarial Learning for Machine Learning empowered Self Organizing 5G Networks
Submitted by grigby1 on Fri, 06/12/2020 - 11:22am
Metrics
Synthetic Data
SON algorithm
SON
Service requirements
self organizing 5G networks
Scalability
Resiliency
resilience
realistic synthetic data
pubcrawl
neural nets
ML
5G
machine learning
learning (artificial intelligence)
interconnected deep artificial neural networks
generative adversarial networks
generative adversarial network
Generative Adversarial Learning
deep learning
data analysis
CDRs
call data records
5G mobile communication
biblio
QoE-Driven Anomaly Detection in Self-Organizing Mobile Networks Using Machine Learning
Submitted by grigby1 on Mon, 02/17/2020 - 4:14pm
ns-3
user-centric approach
telecommunication computing
system model
SON
self-organizing mobile networks
self-healing networks
Resiliency
resilience
quality of experience
QoE-driven anomaly detection
qoe
pubcrawl
Predictive models
parametric QoE model
ns-3 network simulator
Anomaly Detection
network-centric approaches
network scenario
mobile radio
mobile computing
machine learning
learning (artificial intelligence)
green mobile communication networks
end-user experience
dysfunctional serving nodes
dysfunctional serving eNodeBs
Decision trees
Data models
Computational modeling
composability
biblio
SELF-HEALING AND RESILIENCE IN FUTURE 5G COGNITIVE AUTONOMOUS NETWORKS
Submitted by aekwall on Mon, 03/25/2019 - 8:55am
self-healing functions
gaussian distribution
key requirements
Long Term Evolution
managed network functions
mobile network self-healing
multidimensional statistical methods
radio access networks
resilience
future network deployments
SON
SON self-healing
sophisticated machine learning methods
statistical analysis
telecommunication computing
ultra-high reliability
self-healing networks
automated anomaly detection
machine learning
pubcrawl
composability
optimization
Reliability
Anomaly Detection
self-healing
5G mobile communication
learning (artificial intelligence)
Case-Based Reasoning
cognitive network management
critical machine-type communication
degraded states
diagnosis function
future 5G cognitive autonomous networks
future cognitive autonomous mobile networks
