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08/22/2023
Internal Cross-layer Gradients for Extending Homogeneity to Heterogeneity in Federated Learning
Federated learning (FL) inevitably confronts the challenge of system het...
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08/21/2023
A Large-scale Benchmark for Log Parsing
Log data is pivotal in activities like anomaly detection and failure dia...
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08/15/2023
Prism: Revealing Hidden Functional Clusters from Massive Instances in Cloud Systems
Ensuring the reliability of cloud systems is critical for both cloud ven...
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07/23/2023
HealthPrism: A Visual Analytics System for Exploring Children's Physical and Mental Health Profiles with Multimodal Data
The correlation between children's personal and family characteristics (...
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07/12/2023
Exploring the Effectiveness of LLMs in Automated Logging Generation: An Empirical Study
Automated logging statement generation techniques facilitate developers ...
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06/08/2023
Scalable and Adaptive Log-based Anomaly Detection with Expert in the Loop
System logs play a critical role in maintaining the reliability of softw...
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05/09/2020