Recommendation Ranking on Taboola Production Peak Traffic (online deployment)
87.5RPS/pod Change (%)FM + FC rank-aware
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FM + FC rank-awareModel Architecture=DLRM-style ranker, Optimization variant=FM + FC layers, Condition=Peak traffic, SLA=Fixed latency SLA2026.05 | 87.5 | -30 | -33 | |
| FM rank-awareModel Architecture=DLRM-style ranker, Optimization variant=FM interaction layer only, Condition=Peak traffic, SLA=Fixed latency SLA2026.05 | 25 | -17 | -26 |