Ensemble learning-based edge caching strategies for internet of vehicles: outage and finite SNR analysis

• Main Authors: Tan, Ernest Zheng Hui, Madhukumar, A. S.
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Deep Learning; Vehicular Ad Hoc Networks
• Online Access: https://hdl.handle.net/10356/170293
• Institution: Nanyang Technological University

In this paper, an ensemble learning-driven edge caching (ELDEC) strategy and a meta-based ensemble learning-driven edge caching (MELDEC) strategy are proposed for content popularity prediction and cache content placement in Internet-of-Vehicles (IoV) networks. Specifically, the proposed MELDEC and E...