3 articles tagged with #data-streams. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.
Chainlink upgraded its Data Streams infrastructure to deliver near-real-time US stock and ETF pricing to DeFi protocols on a 24/5 basis, expanding oracle capabilities beyond cryptocurrency markets. This development bridges traditional equities and decentralized finance, enabling DeFi applications to access institutional-grade equity data previously unavailable on-chain.
Researchers analyze concept drift detection algorithms for machine learning systems operating in non-stationary environments. The study evaluates multiple drift detection approaches across synthetic and real-world datasets to improve understanding of how ML models can maintain predictive accuracy when data distributions change over time.
Researchers propose new methods for real-time reasoning over streaming data using Description Logic, addressing challenges of high-velocity data processing and inconsistency handling. The work introduces incremental algorithms for maintaining data materialization over sliding windows, with applications in OWL2 RL reasoning systems.
