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

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