Real-time big data consumer applications
WibiData has released WibiEnterprise 3.0, an enterprise software platform for developing and deploying real-time big data applications. WibiEnterprise 3.0 is said to bridge the gap between Hadoop and the application layer, allowing companies to connect consumer applications with real-time, data-driven features like personalized content, predictive recommendations, dynamic micro-segmentation, personally relevant search results and anomaly detection.
The core features of WibiEnterprise 3.0 include: Schema management--a framework for defining tables and datasets that allows for consistent evolution over time without downtime; Batch processing--a framework for bulk imports, complex analysis tasks and other MapReduce jobs;
Machine learning model lifecycle--a framework for authoring machine learning models, batch model training, model deployment and real-time model scoring; Data exploration--a framework for ad hoc query and analysis of application customer data; and Application integration--a framework for integrating with other applications through RESTful interfaces for reads, writes and predictive model scoring.