Taming Data Streams - Lessons in Managing Scale and Trust

Learn to overcome critical challenges in IoT data streaming through this 14-minute conference talk that addresses the complexities of managing massive sensor data flows at scale. Explore the hidden pitfalls of IoT data pipelines, starting with understanding the explosive growth of IoT devices and their impact on data infrastructure. Discover practical solutions for handling unreliable sensor data, managing heterogeneous device ecosystems, and ensuring proper data provenance tracking. Master the implementation of Apache Kafka for robust IoT data streaming architectures while establishing comprehensive data quality controls and security measures. Gain insights into building trustworthy data governance frameworks that can handle the volume, variety, and velocity challenges inherent in modern IoT deployments.