Tail Latency Prediction on Alibaba Traces
9.6MAPESTLGT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| STLGT2026.04 | 9.6 | 6.25 | |
| STLGTTrace-context (ct)=false2026.04 | 10.04 | 7.1 | |
| STLGTAttention=Standard Attention2026.04 | 10.24 | 7.14 | |
| PERT-GNN2026.04 | 10.32 | 7.03 | |
| STLGTStructure-aware=false, rho=02026.04 | 10.7 | 7.01 | |
| FastPERT2026.04 | 10.86 | 7.57 | |
| STLGTLocal (GCN)=false2026.04 | 11.81 | 7.78 | |
| STLGTDecoder=Linear Decoder2026.04 | 12.38 | 8.64 | |
| GBDT2026.04 | 19.37 | 13.43 |