News | Joshua Berkowitz

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Poly-Streaming: The Breakthrough Redefining Extreme-Scale Data Analysis

Scientific discovery increasingly hinges on the ability to process vast and complex datasets. As data volumes soar, traditional storage and analysis approaches are straining to keep pace. Enter poly-s...

AI readiness big data data streaming data summarization parallel computing poly-streaming scientific computing

Nov 21, 2025

Hugging Face Introduces Large-Scale ML with Streaming Datasets

Kicking off a massive machine learning project used to mean a race against the clock and your hard drive. Hours spent downloading and frustrating bottlenecks were just part of the job. Hugging Face’s ...

big data datasets data streaming efficient training hugging face machine learning parquet

Nov 2, 2025

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