PCRec: A Private Coding Computation Scheme Based on Edge Computing for Recommendation System
2020 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom)（2020）
摘要
Coding distributed computing (CDC) has been widely used in many fields, such as recommendation systems, image classification, etc.. In the process of applying CDC to the recommendation systems, the user's privacy protection and stragglers (computation latency) should be taken into consideration. Although many solutions have been proposed to address these two considerations, they require additional...
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关键词
Deep learning,Privacy,Data privacy,Image coding,Encoding,Resource management,Task analysis
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