Apache Parquet Archives

June 2, 2025 · Process Manufacturing

From Data to Insights: Turning Industrial Data into Actionable Intelligence

Modern industrial operations are redefining their relationship with data. No longer just a historical record, data now shapes real-time decisions and future outcomes. Systems across the factory floor continuously collect temperature, vibration, and motor speed readings through PLCs, IoT devices, and SCADA platforms.But collecting data isn’t enough. The value lies in making it actionable—surfacing insights […]

How Open Data Standards Power Industrial Process Optimization

Data is more than a byproduct in today’s industrial landscape—it’s the backbone of smart operations. From sensors and Programmable Logic Controllers (PLCs) to building management systems (BMS) and cloud platforms, manufacturers generate an enormous amount of data every second. But data alone doesn’t drive performance. The real value lies in how that data is structured, […]

Data Retention for Long-Term IIoT Monitoring Using Time Series Databases

Traditional industries have evolved by implementing many Industrial IoT practices, where we can get data from mechanical devices and sensors. Such real-time data monitoring helps perform better analysis, predict equipment failure, and reduce operating costs. However, IIoT creates enormous volumes of data that must be retained and controlled over long periods. Managing large volumes of […]