Table 2 Empirical running time for LSA calculation for data sets of different size
| Â | Time series | Time points | fastLSA (single thread) | fastLSA (16 threads) |
|---|---|---|---|---|
1,000 | 130 | 6 sec | 1 sec | |
CDC | 6,178 | 24 | 3.24 min | 2.2 sec |
MPH | 14,105 | 390 | 58 min | 7.5 min |
First Null | 100,000 | 100 | - | 54 min |
Second Null | 1,000,000 | 30 | - | 2 days 3 hrs |
Third Null | 1,000,000 | 100 | - | 7 days 23 hrs |