The Future of Structured Data is Here.
The Future of Structured Data is Here.
💥 BIG DATA BREAKTHROUGH! 💥
For years, your teams have spent millions on complex Parquet clusters and Key Management Services (KMS) just to securely access a few bytes of data. That era is over. I've designed a disruptive architecture that integrates maximum security, extreme compression, and high-performance Random Access into a single binary file format.
PON5-RA running on a modest VPS beats every high-cost NoSQL / cloud data-lake solution on the planet with the public MovieLens 100 M rows extended dataset (real-world complexity, zero cherry-picking).
“If we achieve this level of compression and speed on a dataset as hostile as MovieLens, imagine what we do with real logs, SIEM events or IoT telemetry.”
💣 THE KILL SHOT:
Random Access over 100 million encrypted records
in under 25 ms using
less than 15 MB of RAM on a $10/month server.
No cluster. No sharding. No excuses.
Next level → 500 M and 1 000 M rows benchmarks coming in the next 48 h.
Stay tuned or book your 2026 ColdForge slot before they’re gone.
| Feature | PON5-RA Trunomy 2025 |
Parquet / Avro Spark • Databricks • Snowflake |
Oracle Cloud Autonomous DB + OCI Object Storage |
|---|---|---|---|
| Rows tested | 100 000 000 | 100 000 000 | 100 000 000 |
| Encrypted file size | 2.13 GB (Download Dataset, Test the dataset in your environment and compare it with PON) | ~65–85 GB | ~70–95 GB + Vault overhead |
| Encryption | Native AES-256-GCM per block No KMS needed |
Optional + external KMS | TDE + OCI Vault (extra cost) |
| Index load time | 9 ms | 200 ms – 3 s | 1 – 8 s (Autonomous warm-up) |
| Query latency (real) | 13.5 – 19.8 ms | 80 – 500 ms (cold cache) | 60 – 400 ms + network + KMS |
| Total RAM (process) | 14 MB | 2 – 15 GB | 8 – 32 GB (ATP instance) |
| RAM used per single query | 6 MB | 500 MB – 4 GB | 1 – 6 GB |
| Data read per query | 122 – 800 bytes | 64 KB – 8 MB chunks | 64 KB – 4 MB + KMS calls |
| Hardware / cost to run | $5–10/month VPS or Raspberry Pi 5 |
Spark cluster / Databricks / Snowflake warehouse $500–$5 000+/month |
Autonomous Database + Object Storage $800–$4 000+/month minimum |
| Random access to any row | Yes – constant time | No (Parquet) / Very slow (Avro) | Only via expensive Heat Wave / Exadata |
PON5 Ultimate! is the future of structured data...
Your data is always optimized, secure, and accessible in the shortest time and with minimal hardware resources...
100 million encrypted rows • 14 MB RAM • under 20 ms • $5 server.
Everything else just became legacy.