DeepRANKPI: Time Series KPIs Prediction in a Live Cellular Network with RNN

Author:

Karami Mehdi1,Tanhatalab Mohammad Rasoul2,Pourmami Elyar3

Affiliation:

1. Independent AI Researcher,Tehran,Iran

2. ArtIn Data Analysis,AI Department,Tehran,Iran

3. Independent AI Researcher,UK,London

Publisher

IEEE

Reference18 articles.

1. APPLICATION OF AI TO MOBILE NETWORK OPERATION;otani;ITU J ICT Discoveries,2017

2. A Model for Throughput Prediction for Mobile Users;bui,2014

3. Wireless Traffic Usage Forecasting Using Real Enterprise Network Data: Analysis and Methods

4. Deep RAN: A Scalable Data-driven platform to Detect Anomalies in Live Cellular Network Using Recurrent Convolutional Neural Network

5. Mobile Network traffic prediction Based on machine learning;kwetczer,2018

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1. Cluster-Based Approach for Cellular Traffic Prediction with Machine Learning Methods;2024 IEEE 22nd Mediterranean Electrotechnical Conference (MELECON);2024-06-25

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