Furkejuvvon:
| Váldodahkki: | |
|---|---|
| Materiálatiipa: | Recurso digital |
| Giella: | |
| Almmustuhtton: |
Zenodo
2026
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| Fáttát: | |
| Liŋkkat: | https://doi.org/10.5281/zenodo.18728004 |
| Fáddágilkorat: |
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Sisdoallologahallan:
- Step-by-step implementation guide for deploying the Array Folding Compression Engine to reduce CPU utilization, memory footprint, and storage consumption within container-based infrastructure. The three-stage pipeline (dimensional folding, BLSB bit-level quantization, entropy coding) reduces working memory by up to 48x, cuts CPU cycles for search and comparison operations proportionally, and achieves storage reductions of 72-390x. All operations run exclusively inside containers. Currently validated for Debian 11/12 Linux containers (LXC, Docker). Rocky Linux 8/9 support is under active testing and is not yet validated for production. Covers container setup (Proxmox LXC and Docker), memory compression with fold-on-ingest patterns, CPU optimization for vector search, three levels of storage optimization (fold-only, fold+quantize, fold+quantize+compress), service deployment with systemd, and a production testing checklist.