IoT-enabled predictive maintenance shifts the model from repair to prevention by analyzing real-time sensor data to detect potential equipment failures. It reduces downtime by up to 50% and maintenance costs by 10–40%. However, challenges include managing the vast volume, variety, and velocity of IoT data. Organizations need scalable, secure platforms that support real-time ingestion, analytics, and machine learning. Cloudera, powered by Apache Hadoop, offers a cost-effective, unified platform to handle data at rest and in motion, enabling predictive insights across industries like manufacturing, energy, and automotive.

Join for free to read