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April 5, 20260 citationsOpen Access

Stateless Spatiotemporal Lattice Materialization: Overcoming Shannon's Limit with a Zero-RAM Decentralized I/O Architecture

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MJMin Ho Jung

Key Points

  • The aim is to present a new architecture that minimizes memory usage while handling massive data volumes.
  • Developed the HSKG Stateless Spatiotemporal Lattice Materialization (SSLM) architecture.
  • Achieved constant memory complexity for large data scales up to 1PB.
  • Utilized direct physical offset mapping and integrated real-time integrity verification.
  • Achieved O(1) memory complexity with only 0.4MB of RAM for vast data sets.
  • Successfully bypassed traditional OS page-caching mechanisms.

Abstract

This research presents the HSKG Stateless Spatiotemporal Lattice Materialization (SSLM) architecture, achieving O(1) memory complexity (0.4MB fixed RAM) for 1PB+ data scales. The system bypasses traditional OS page-caching mechanisms using direct physical offset mapping and integrates NIST PQC-compliant real-time integrity verification.

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Min Ho Jung (2026) studied this question.

synapsesocial.com/papers/69d1fd8ea79560c99a0a391ahttps://doi.org/10.5281/zenodo.19393900
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