WIP: Impact of AI/ML Model Adaptation on RAN Control Loop Response Time

Author:

Chintapalli Venkatarami Reddy1,Gudepu Venkateswarlu2,Kondepu Koteswararao2,Sgambelluri Andrea3,Franklin Antony1,Tamma Bheemarjuna Reddy1,Castoldi Piero3,Valcarenghi Luca3

Affiliation:

1. Indian Institute of Technology,Hyderabad,India

2. Indian Institute of Technology,Dharwad,India

3. Scuola Superiore Sant’Anna,Pisa,Italy

Publisher

IEEE

Reference11 articles.

1. Learning under Concept Drift: A Review

2. O-RAN AI/ML Workflow Description and Requirements - v1.01;Technical Specification,2021

3. Attention is all you need;vaswani;Advances in neural information processing systems,2017

4. Prediction and Dynamic Adjustment of Resources for Latency-Sensitive Virtual Network Functions

5. A multi-source dataset of urban life in the city of milan and the province of trentino;barlacchi;Scientific Data,2015

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