Understanding Data Lakes and Their Limitations: How a Data Intelligence Platform Can Accelerate Your Data Strategy
August 3, 2016
The Hadoop Data Lake architecture and other data warehousing models have been touted as a solution to big data challenges. However, companies in industrial sectors have found that these approaches simply cannot handle the scale and complexity of industrial data. Additionally, they do not provide the real-time analysis and situational awareness that operators and engineers need in order to make critical operational decisions in the moment.
By leveraging the Bit Stew MIx Core platform and MIx Director applications with their Hadoop architecture, industrial organizations can more quickly integrate extremely large volumes of operational data from a variety of disparate sources, correlate that data into a common data model, and apply predictive analytics and machine learning at the edge to derive actionable intelligence in real time.