WIP: Impact of AI/ML Model Adaptation on RAN Control Loop Response Time
Author:
Affiliation:
1. Indian Institute of Technology,Hyderabad,India
2. Indian Institute of Technology,Dharwad,India
3. Scuola Superiore Sant’Anna,Pisa,Italy
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9842746/9842756/09842782.pdf?arnumber=9842782
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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