Table 4.
Task 2.1 | 311 SNPs -statistics | 610 SNPs -statistics | |||||||||||||
Time (s) | Memory (KB) | Communication (MB) | Time (s) | Memory (KB) | Communication (MB) | ||||||||||
VM1 | VM2 | VM3 | VM1 | VM2 | VM3 | VM1 | VM2 | VM3 | VM1 | VM2 | VM3 | ||||
Baseline | 92 | 1.2 | 1.4 | 0.7 | 35.0 | 187 | 1.2 | 1.4 | 1.4 | 70.0 | |||||
UV | 32 | 3.3 | 5.3 | 1.9 | 163.0 | 59 | 6.9 | 9.7 | 3.6 | 309.3 | |||||
UND | 15 | 25.1 | 25.1 | 25.0 | 4.0 | 3.8 | 3.8 | 23 | 36.2 | 49.8 | 36.0 | 7.9 | 7.4 | 7.2 | |
SU | 14 | 173 | 162 | 4942 | 45.6 | 54 | 187 | 175 | 9645.7 | 93.0 | |||||
UMD | 13 | 63.5 | 58.1 | 0.8 | 46.2 | 20 | 71.3 | 64.6 | 1.6 | 90.7 | |||||
CAS | 60 | 0.1 | 0.1 | 0.1 | 0.007 | 0.007 | 0.007 | 57 | 0.1 | 0.1 | 0.1 | 0.007 | 0.007 | 0.007 | |
Task 2.2 | Hamming distance (~100 K) | Approximate Edit distance (~100 K) | |||||||||||||
Time (s) | Memory (KB) | Communication (MB) | Time (s) | Memory (KB) | Communication (MB) | ||||||||||
VM1 | VM2 | VM3 | VM1 | VM2 | VM3 | VM1 | VM2 | VM3 | VM1 | VM2 | VM3 | ||||
Baseline | 254 | 290 | 292 | 92.0 | 5595.0 | ||||||||||
UMD | 604 | 1260 | 1252 | 63.4 | 2973.3 | >20 h | |||||||||
UMD (BF)a | 83 | 0.1 | 0.1 | 19.8 | 150.8 | 233 | 145 | 125 | 50.2 | 424.5 | |||||
UCI | 788 | 0.4 | 0.4 | 28.8 | 24.4 | 998 | 434 | 398 | 39.1 | 32.7 | |||||
CASb | 128 | 0.4 | 0.4 | 0.4 | 0.1 | 0.1 | 0.1 | ||||||||
UV | 553 | 0.3 | 0.3 | 156.5 | 9672.9 | ||||||||||
UND | 5077 | 3044 | 3048 | 3048 | 4118.5 | 3361.7 | 3167.3 | ||||||||
AI | >20 h |
aAn approximate algorithm (with about 0.8 % error) based on Bloom filters, which was not considered in the competition
bThe algorithm involves intensive computation on the third server, and thus was not considered in the competition
Winners are in boldface