Modern scientific, industrial, and business workflows increasingly require from ever‑growing data streams. Existing analytics stacks (e.g., pandas, Spark) either suffer from high memory overhead or introduce latency unsuitable for interactive exploration. HSODA‑030 fills the niche for high‑throughput, low‑latency analysis on a single workstation or edge device without the operational complexity of distributed clusters.
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