# Integrating AWS IoT and Kafka for Real-Time Engine Failure Prediction in Commercial Vehicles Using Machine Learning Techniques

> Research article (International Journal of Science and Research (IJSR), 2019) · cited 25× · AI/ML

**Wikidata**: [openalex:W4399112934](https://www.wikidata.org/wiki/openalex:W4399112934)  
**Source**: https://4ort.xyz/entity/integrating-aws-iot-and-kafka-for-real-time-engine-failure-prediction-in-commercial-vehicles-using-machine-learning-tech
