MRC extends RoCEv2 with multipath primitives, sender congestion control, decoupled delivery, accelerated loss recovery, and path resilience for AI/ML training over best-effort Ethernet.
Sonata: query-driven streaming network telemetry
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
A framework for trustworthy 6G network digital twins uses scalable telemetry aggregation and regime-aware features with DNN and XGBoost models to achieve R² > 0.99 accuracy and Sa > 0.90 directional reliability for extrapolating performance to unseen high-load regimes.
citing papers explorer
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Towards Trustworthy 6G Network Digital Twins: A Framework for Validating Counterfactual What-If Analysis in Edge Computing Resources
A framework for trustworthy 6G network digital twins uses scalable telemetry aggregation and regime-aware features with DNN and XGBoost models to achieve R² > 0.99 accuracy and Sa > 0.90 directional reliability for extrapolating performance to unseen high-load regimes.