# DeepTMA: Predicting Effective Contention Models for Network Calculus using Graph Neural Networks

> Research article (IEEE INFOCOM 2019 - IEEE Conference on Computer Communications, 2019) · cited 43× · AI/ML

**Wikidata**: [openalex:W2920338930](https://www.wikidata.org/wiki/openalex:W2920338930)  
**Source**: https://4ort.xyz/entity/deeptma-predicting-effective-contention-models-for-network-calculus-using-graph-neural-networks