high-cardinality

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#high-cardinality

Methodological and Conceptual Framework for 5D Multi-Table Analysis: A Unified Approach for Complex Data Reuse

arXiv cs.AI · 17h ago Cached

The paper proposes a Relational Hypergraph Transformer (RHT) architecture for complex multi-table analysis in healthcare, addressing five dimensions of complexity with a unified approach and sparse attention mechanism. It includes formal analysis, open-source implementation, and empirical evaluation on synthetic electronic health records.

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#high-cardinality

@Greptime: 𝗢𝗯𝘀𝗲𝗿𝘃𝗮𝗯𝗶𝗹𝗶𝘁𝘆 𝗵𝗮𝘀 𝗮 𝘃𝗲𝗿𝘀𝗶𝗼𝗻 𝗻𝘂𝗺𝗯𝗲𝗿 𝗻𝗼𝘄. Most teams are still on 1.0 without realizing …

X AI KOLs Following · 2026-07-02 Cached

This thread explains Observability 2.0, a shift from pre-aggregated metrics to storing wide events with all fields, enabling ad-hoc queries at read time. It highlights the urgency for AI agent observability and how GreptimeDB supports this model.

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