@RadicalEcologist
Ok... another napkin. 2/2
Federated #weather #meterology system.
Per Station Data Points:
- Temperature, humidity, pressure: 3 points
- Wind speed/direction: 2 points
- Precipitation: 1 point
- Cloud camera (low-res sky photos): ~1MB per image
- Sampling rate: Every 5 minutes
- Daily data per station: ~300MB (mostly images)
- Total daily data: ~30PB (sic!)
NWP Distributed Computing required;
- Grid resolution: 4km spacing (practical for regional)
- Vertical layers: 50
- Total grid points: ~6 million grid cells
- Computations per grid point: ~1000 operations
- Update frequency: Every 15 minutes
Distributed Computing Model:
- Comparable to Folding@Home which peaks at ~2.4 exaFLOPS
- For 24hr forecast:
* Each client needs ~4GB RAM
* ~1 hour computation time per client per grid section
* Minimum active clients needed: ~50,000
* Network bandwidth per client: ~1GB/day
* Central coordination server: ~100TB storage, 40Gbps network
(That's beefy...but not "let's drain the rivers beefy") I just priced the NAS the other day. And the storage would cost maybe $8000. Which is a pittance.