Distributed model cache-driven device-cloud collaboration in adaptive video analytics

In video analysis, data drift is one of the main issues affecting system inference performance. To address this, this paper proposes a mobile-oriented edge-cloud collaborative continuous learning framework. Specifically, this framework deploys a model caching on resource-constrained mobile devices a...

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Bibliographic Details
Main Authors: LIAO Tianjun, ZHAO Maozhe, LIU Shengzhong, WU Fan
Format: Article
Language:zho
Published: China InfoCom Media Group 2025-05-01
Series:大数据
Subjects:
Online Access:http://www.j-bigdataresearch.com.cn/zh/article/doi/10.11959/j.issn.2096-0271.2025036/
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