miraIRIDE: a Covered Progressive Index at Sixteen Bytes per Key

"The best pointer is the one that does not exist." miraIRIDE is a covered exact-lookup index for immutable data whose entire structure — projections, references, values, chaining — costs 16.3 bytes per key, measured, while answering batched point queries at roughly twice the speed of ankerl::unordered_dense v4.4.0 (the fastest general-purpose open-source hash map) on the same dual-Xeon hardware, ingesting at 10 million keys per second, and remaining fully queryable at every stage of its own construction. Coverage is not promised but counted: 0 violations across 1,200,000 audited candidates in two independent full runs. Four bit-level ideas carry the result: a positional implicit directory (zero bytes — the hash cell is the block address); 40-bit packed references; 13-bit projections probed branchlessly four-per-ALU-operation via SWAR, with the 13th bit living in the unused "attic" of the same machine word; and a printed coverage counter that turns a probabilistic guarantee into a number. Equally central is the method: every figure comes from an adversarial self-benchmarking tribunal — the state-of-the-art competitor compiled in-process, environment self-declared by the binary, page faults included for all parties, min..max spreads, known limits printed verbatim, and a public prediction ledger that retains the author's falsified predictions as first-class results. A second measured environment puts five index families (SQLite covered B-tree, std::map, std::unordered_map, ankerl, miraIRIDE) under one judge over one workload with five matching checksums: against the most deployed covered B-tree on the planet, the ratios are 43x ingestion, 18x lookup, 3.2x memory. miraIRIDE is the index layer of the mira* research line, companion to the miraNET Digital Runtime: where miraNET lets data speak C, miraIRIDE lets projections speak bits. This record contains the paper — 10 pages, 5 figures, 6 tables — in PDF and Markdown editions. License CC BY-NC 4.0.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-18
DOI
https://doi.org/10.5281/zenodo.21998705
Primary Topic
Cryptographic Implementations and Security
Type
article
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article

miraIRIDE: a Covered Progressive Index at Sixteen Bytes per Key

Umberto Meglio
Zenodo (CERN European Organization for Nuclear Research)
Cryptographic Implementations and Security
article

miraIRIDE: a Covered Progressive Index at Sixteen Bytes per Key

Umberto Meglio
article en

Abstract

No abstract available for this paper.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Openalex Percentile: Top 8%
Cryptographic Implementations and Security
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