Artificial intelligence-powered mobile edge computing-based anomaly detection in cellular networks
Escalating cell outages and congestion—treated as anomalies—cost a substantial revenue
loss to the cellular operators and severely affect subscriber quality of experience. State-of …
loss to the cellular operators and severely affect subscriber quality of experience. State-of …
Mobile edge computing-based data-driven deep learning framework for anomaly detection
5G is anticipated to embed an artificial intelligence (AI)-empowerment to adroitly plan,
optimize and manage the highly complex network by leveraging data generated at different …
optimize and manage the highly complex network by leveraging data generated at different …
Deep learning-based big data-assisted anomaly detection in cellular networks
5G is envisioned to have an artificial intelligence (AI)-empowerment to efficiently plan,
manage and optimize the extremely complex network by leveraging colossal amount of data …
manage and optimize the extremely complex network by leveraging colossal amount of data …
Data-driven semi-supervised anomaly detection using real-world call data record
5G and beyond networks are expected to provide ubiquitous, ultra-reliable low latency
connectivity to cellular users. Maintaining this stringent B5 performance requirement will be …
connectivity to cellular users. Maintaining this stringent B5 performance requirement will be …
User remuneration under congestion: A dynamic and fair pricing strategy for wireless networks
Network economics play an important role in managing quality of service (QoS) for wireless
networks as well as in managing the unprecedented growth in mobile data traffic. By …
networks as well as in managing the unprecedented growth in mobile data traffic. By …
Poster: A Cross-Slice Resource Orchestration Framework for 5G Network Services
Network Slicing has emerged as a keystone for supporting multiple service verticals over
shared 5G network infrastructure. It leverages virtualization techniques to allocate …
shared 5G network infrastructure. It leverages virtualization techniques to allocate …
Enhanced channel allocation scheme for cross layer management in wireless network based on interference management
KV Rukmani, N Nagarajan - Cluster Computing, 2019 - Springer
The entire spectrum of communication in networks relies on transmitting data from node to
node in a scalable manner. Though elastic nature of networks is made possible through …
node in a scalable manner. Though elastic nature of networks is made possible through …
Congestion Avoidance in Mobile Ad-Hoc Network Through Decision Matrix Analysis Based Priority Routing for Quality of Services
Today Quality of Services (QOS) plays a vital for voice and video steaming in enterprise IT
infrastructure. Qos is also an important factor for the growing Internet of Things. The Qos …
infrastructure. Qos is also an important factor for the growing Internet of Things. The Qos …
Artificial intelligence-based anomaly detection for the efficient management and security of the future cellular networks
B Hussain - 2021 - theses.lib.polyu.edu.hk
Existing communication systems are getting more intricate and a morass to manage which is
galvanized by ever-increasing network capacity demand, device density, and the data traffic …
galvanized by ever-increasing network capacity demand, device density, and the data traffic …
Maintaining throughput for high-performance wireless network in diverse environments
The development of ICT (information communication and technology) has been very rapid in
this decade. This is supported by the availability of adequate network infrastructure for both …
this decade. This is supported by the availability of adequate network infrastructure for both …