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A Comparative Analysis on Machine Learning based Intelligent Forwarding Schemes in VNDN
Ayesha Siddiqa,Muhammad Toaha Raza Khan,Md.Mahmudul Islam,Muhammad Ashar Tariq,Malik Muhammad Saad,Dongkyun Kim 한국통신학회 2022 한국통신학회 학술대회논문집 Vol.2022 No.2
Vehicular named data networks (VNDN) schemes use predefined routing information for communication rather than dynamic network information. Therefore, the researchers encourage to integrate the machine learning (ML) algorithms in VNDN for intelligent communication. In this paper, we have discussed the machine learning (ML) based vehicular named data network (VNDN) schemes for intelligent packet forwarding in highly dynamic topology. We have discussed the intelligent ML-VNDN forwarding schemes which take dynamic network information for interest/data forwarding to increase communication efficiency. Moreover, this article explains the comparative analysis between naïve VNDN schemes and ML-based NDN schemes, also discussed their future directions.