Numbers are in hours
Large data set VLASS1.2.sb36491855.eb36574404.58585.53016267361_datacolumn.ms with full parameters and copying cfcache to local disk at CHTC.
| Step | NRAO (steps-all-parallel9) | NRAO/CHTC (steps-all-parallel17) | NRAO/AWS (steps-all-parallel16) |
|---|---|---|---|
| 01 | 9.4 | 27.7 (ran at CHTC) | 12.3 |
| 05 | 60.2 | 65.9 | |
| 06 | 24 | 24.4 | |
| 07 | 11.8 | 21.4 | |
| 15 | 55.2 | 58.9 | |
| 16 | 6.1 | 7.6 | |
| 23 | 230.8 | ||
| 24 | 46 | ||
| Total | 443.5 |
Small data set test.ms with full parameters and not copying cfcache to local disk at CHTC using the 16k (wrong) cfcache
| Step | NRAO (steps-all-parallel12) | NRAO/CHTC (steps-all-parallel15) | NRAO/AWS (steps-all-parallel14) |
|---|---|---|---|
| 01 | 1.8 | 2.0 | 1.9 |
| 05 | 8.6 | 56.8 | 5.1 |
| 06 | 3.0 | 3.9 | 2.0 |
| 07 | 2.0 | 2.3 | 2.2 |
| 15 | 6.9 | 56.3 | 4.3 |
| 16 | 1.4 | 1.7 | 1.4 |
| 23 | 8.3 | 47.8 | 5.3 |
| 24 | 14.1 | 66.0 | 16.8 |
| Total | 46.1 | 226.8 | 39.0 |
CPUs at CHTC are noticibly slower than CPUs at NRAO. For example, their set of c20xx machines (e20{03..18}) each have two Intel Xeon Silver 4114 2.20GHz processors and 0.5TB to 1TB of memory, while their large memory machines (mem3, mem2001, mem2002) each have four Intel Xeon E7-4820 v4 2.00GHz processors and 2TB to 4TB of memory. Possible reasons for this slowdown:
- cfcache on cephfs
- Slower CPUs
- Multiple users
- Hyperthreading
I ran a small data set test with full parameters at CHTC that copied cfcache from /staging to local disk and step05 took only 16.7 hours instead of the 56.8 hours it had taken using cfcache on /staging.
Small data set test.ms with full parameters and not copying cfcache to local disk at CHTC using the 8k (right) cfcache and copying the cfcache to local disk at CHTC.
| Step | NRAO (steps-all-parallel21) | NRAO/CHTC (steps-all-parallel19) | NRAO/AWS (steps-all-parallel20) |
|---|---|---|---|
| 01 | 2.0 | 1.2 | 2.0 |
| 05 | 15.3 | 13.2 | 6.7 |
| 06 | 4.5 | 2.2 | 2.0 |
| 07 | 2.1 | 1.4 | 2.3 |
| 15 | 14.6 | 6.0 | |
| 16 | 1.6 | 1.7 | |
| 23 | 17.8 | 7.1 | |
| 24 | 3.4 | ||
| Total | 31.2 |