#real-time-analytics News & Analysis

2 articles tagged with #real-time-analytics. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · May 286/10

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Discovery Agents for Real-Time Analytics: Toward Proactive Insight Systems

Researchers present a multi-agent architecture that automates insight discovery over real-time data streams using large language models, Apache Kafka, and Apache Flink. The system shifts analytics from reactive, query-driven models to proactive discovery-driven systems through continuous hypothesis generation, validation, and visualization.

AIBullisharXiv – CS AI · Apr 76/10

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HighFM: Towards a Foundation Model for Learning Representations from High-Frequency Earth Observation Data

Researchers have developed HighFM, a foundation model for analyzing high-frequency Earth observation data using over 2TB of satellite imagery to enable real-time disaster monitoring. The model adapts masked autoencoding frameworks with temporal encodings to capture short-term environmental changes and demonstrates superior performance in cloud masking and fire detection tasks.