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Showing posts with label Machine Learning. Show all posts
Showing posts with label Machine Learning. Show all posts
Wednesday, October 4, 2023

Presentations from 2nd IEEE Open RAN Summit

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The second IEEE SA (Standards Association) Open RAN summit, hosted by the Johns Hopkins University Applied Physics Lab, took place on 9-10 A...
Wednesday, August 10, 2022

AI/ML Enhancements in 5G-Advanced for Intelligent Network Automation

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Artificial Intelligence (AI) and Machine Learning (ML) has been touted to automate the network and simplify the identification and debug of ...
Tuesday, February 15, 2022

What Is the Role of AI and ML in the Open RAN and 5G Future?

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Artificial Intelligence and Machine Learning have moved on from just being buzzwords to bringing much needed optimization and intelligence i...
Tuesday, November 16, 2021

5G-Advanced Flagship Features

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I am starting to get a feeling that people may be becoming overwhelmed with all the new 5G features and standards update. That is why this p...
Tuesday, August 24, 2021

3GPP's 5G-Advanced Technology Evolution from a Network Perspective Whitepaper

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China Mobile, along with a bunch of other organizations including China Unicom, China Telecom, CAICT, Huawei, Nokia, Ericsson, etc., produce...
Monday, May 24, 2021

ITU Standardization Bureau on Machine Learning for 5G

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Last year I blogged about Global ITU AI/ML 5G Challenge on the theme “How to apply ITU's ML architecture in 5G networks".  The gra...
Tuesday, February 2, 2021

NWDAF in 3GPP Release-16 and Release-17

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We looked at Network Data Analytics Function, NWDAF, in detail here . While the 3GPP Release-16 work just starting back then, we have now co...
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Saturday, August 1, 2020

Artificial Intelligence (AI) / Machine Learning (ML) in 5G Challenge by ITU

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ITU is conducting a global ITU AI/ML 5G Challenge on the theme “How to apply ITU's ML architecture in 5G networks". If you don...
Wednesday, February 6, 2019

AI in 5G – the why and how

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IET recently held the 6th Annual 5G conference bringing together key players in the 5G world. You can watch the videos for that event h...
Monday, August 13, 2018

Telefonica: Big Data, Machine Learning (ML) and Artificial Intelligence (AI) to Connect the Unconnected

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Earlier, I wrote a detailed post on how Telefonica was on a mission to connect 100 Million Unconnected with their 'Internet para to...
Sunday, July 29, 2018

Automating the 5G Core using Machine Learning and Data Analytics

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One of the new entities introduced by 3GPP in the 5G Core SBA (see tutorial here ) is Network Data Analytics Function, NWDAF. 3GPP TR 23...