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Article
Layer-Wise Personalized Federated Learning with Hypernetwork
Federated learning is a machine learning paradigm in which decentralized client devices collaboratively train shared model under the coordinating of a central server without sharing local data. Data heterogene...
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Article
Movie Recommendation System for Educational Purposes Based on Field-Aware Factorization Machine
With rich resources, movies have been applied as instructional media in the domain of education, such as fields of Second/Foreign Language Leaning, Communication, and Media Art. Factorization machine (FM) can ...
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Article
Tuning lock-based multicore program based on sliding windows to tolerate data race
Because in-house debugging and test are difficult to discover all potential data races in multicore programs, it is necessary and significant to tolerate the potential data races in the production-run phase to...
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Chapter and Conference Paper
Traffic Collection and Analysis System
This paper designs and implements a network traffic collection and analysis system (NTCA). Network traffic is collected from multiple clients. According to the offline traffic analysis, network flows are analy...
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Chapter and Conference Paper
A Performance Study of Software Prefetching for Tracing Garbage Collectors
In automatic memory management programming language, the garbage collector is an important feature which reclaims memory that is no longer referenced by the program. The tracing collector performs a transitive...
