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Thoth: Uncovering Data-Dependent Memory Access Patterns via Annotation-Directed Load Sampling
Thoth hardware prefetcher improves performance on sparse data structures by tracking producer-consumer load pairs and using annotation-directed sampling to capture complex memory access patterns.
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Physical activity linked to lower short video dependency in adolescents
Study reveals physical activity reduces short video dependency in adolescents through enhanced psychological resilience and reduced anxiety and depression.
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Physics-guided machine learning improved waveform prediction under sparse data
Physics-guided machine learning framework predicts quasi-isentropic waveforms from sparse data, achieving 96% accuracy and reducing computational resource requirements for material design.
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Smartphone dependency and reading activities relate to career maturity
Structural analysis of smartphone dependency and reading activities' effects on career maturity through creative thinking and growth mindset in Korean high school students.
