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Show HN: Searchable compression for JSON – ~99% page skip and sub-ms lookups

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SEE — Searchable JSON Compression (Semantic Entropy Encoding)

combined ≈ 19.5% • lookup p50 ≈ 0.18 ms • skip ≈ 99%

Why it matters SEE reduces both the data tax (storage/egress) and the CPU tax (decompress/parse) by keeping JSON searchable while compressed. It may not always be smaller than Zstd, but searchability + low I/O + random access leads to better TCO/ROI for many workloads.

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What is SEE?

Schema-aware JSON compression: combines structure × delta × Zstd (+ Bloom / Skip) to stay searchable while compressed , with page-level random access .

combines structure × delta × Zstd (+ Bloom / Skip) to stay , with . Design trade-off: favors low I/O & low latency (ms) and ~99% skip rate over minimal size.

Key metrics (Demo)

Combined size: ≈19.5% of raw

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