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Variations in user interest and social influence lead to high maintenance costs for achieving a dynamic balance between supply and demand, which negatively impacts the sustainable development of video services. In this paper, we propose a social-aware video-sharing solution using demand prediction of epidemic-based propagation in wireless networks (SDPEP). SDPEP constructs a video propagation model based on user \u201cpull\u201d and \u201cpush\u201d sharing behaviors and designs an estimation method for calculating the probability of video fetching by investigating user interests and social relationships. SDPEP uses the probability of video fetching to calculate the basic reproduction number during epidemic-based video propagation, predicting user demand during the propagation process. To ensure efficient caching with low-cost adjustments to video distribution, SDPEP employs a caching-based adjustment strategy for distributing videos while maintaining dynamic balance between supply and demand. Extensive testing shows that SDPEP outperforms other state-of-the-art solutions.<\/jats:p>","DOI":"10.1007\/s00530-023-01167-x","type":"journal-article","created":{"date-parts":[[2023,8,27]],"date-time":"2023-08-27T14:01:22Z","timestamp":1693144882000},"page":"3505-3520","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A social-aware video sharing solution using demand prediction of epidemic-based propagation in wireless networks"],"prefix":"10.1007","volume":"29","author":[{"given":"Shijie","family":"Jia","sequence":"first","affiliation":[]},{"given":"Yan","family":"Cui","sequence":"additional","affiliation":[]},{"given":"Xiaoyan","family":"Su","sequence":"additional","affiliation":[]},{"given":"Zongzheng","family":"Liang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,8,27]]},"reference":[{"issue":"7","key":"1167_CR1","doi-asserted-by":"publisher","first-page":"4724","DOI":"10.1109\/TCSVT.2021.3126328","volume":"32","author":"W Yin","year":"2021","unstructured":"Yin, W., Xu, L., Liu, W., Cai, Z., Yang, Y., Wang, P.: Joint video packet assignment, power control and user scheduling over cognitive multi-homing heterogeneous NOMA networks. 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