Limits & Benchmarks

Operational parameters, hardware requirements, and system bounds for AnamDB.

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Memory & Sizing Limits

• Maximum Query Payload: Default SQL query payload is capped at 10 MB per statement.
• Vector Dimensionality: Lance indexes support up to 4096 dimensions for embedding attributes.
• Datalog Rule Sizing: Logic compilation supports up to 100 concurrent terms per Datalog rule.

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Performance Targets

AnamDB is optimized for:

• Sub-millisecond Logic Resolution: Utilizing differential evaluation pipelines for Datalog.
• Pareto Optimization Overhead: Restricting multi-objective plan evaluation cost to less than 1% of total execution time.
• Device Acceleration Scalability: Parallelizing batch inference runs automatically across available CPU and GPU pools.