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  5. Presentation: Python, Numba, and Algorithm Design: Building Efficient Models in Financial Services
Presentation: Python, Numba, and Algorithm Design: Building Efficient Models in Financial Services
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Presentation: Python, Numba, and Algorithm Design: Building Efficient Models in Financial Services

Chad Schuster discusses bridging Python's developer velocity with C-like performance using Numba JIT and GPUs. Drawing from large-scale actuarial modeling, he explains LLVM pipeline architecture, performance gains up to 750x, and essential…

ArchitectureInfoQPublished: August 27, 2026
Architecture
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14,000x Faster Planning for LIMIT Queries on Hypertables

TimescaleDB's DeferredChunkAppend keeps planning time constant for ORDER BY LIMIT queries, no matter how many chunks a hypertable has.

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