The following is intended to outline OSA's general product direction. It is intended for information purposes .
Size: 1.41 MB
Language: en
Added: Aug 30, 2024
Slides: 11 pages
Slide Content
Oracle Stream Analytics Overview 1
Oracle Stream Analytics D a ta P i p e l i ne GoldenGate Feeds Sensor Data Social Media Click Stream Geo Location Filter A gg r e g a t e T r a n s f o r m C o r r e l a t e/En r i c h Geo-fence Queries Time Windows Data Patterns Spatial Analytics Anomalies Classification Clustering Statistical Inference Regression Models Business Rules Policies Conditional Logic Notify/Publish I n v o k e / E x e c u t e Visualize Persist Data Ingestion Pre-processing Analysis Prediction Decisions A c t i on s I n g e s t Transform and Correlate Act and Deliver 2 Confidential – Oracle Internal/Restricted/Highly Restricted
End-to-End Steps to build a Stream Application: 1. Create Connections, Stream, and References for Sources Kafka, JMS, File, Database, or REST Connection Types Message Shape is detected from Kafka Topic 3 Confidential – Oracle Internal/Restricted/Highly Restricted
2. Create Geographical Areas / Geo Fences Build Geo Fences manually or from DB repository 4 Confidential – Oracle Internal/Restricted/Highly Restricted
3. Import Predictive PMML Model Train and export PMML models from common ML tools such as R, SAS, H2O, etc. 5 Confidential – Oracle Internal/Restricted/Highly Restricted
4. Create New Pipeline 24 Confidential – Oracle Internal/Restricted/Highly Restricted Incoming messages are displayed automatically New Pipeline is immediately valid and active
5. Add Joins to Pipeline Join Stream or Batch source Joined events are shown with color-coded fields 7 Confidential – Oracle Internal/Restricted/Highly Restricted
6. Add Patterns to Pipeline Choose from a library of vertical patterns Event locations are shown on map in real-time 8 Confidential – Oracle Internal/Restricted/Highly Restricted
7. Add ML Scoring to Pipeline Refer to uploaded PMML model Map event fields into PMML model properties 9 Confidential – Oracle Internal/Restricted/Highly Restricted
8. Add Target to Pipeline Send events to Kafka, JMS, or REST targets 10 Confidential – Oracle Internal/Restricted/Highly Restricted
9. Publish Pipeline to Production One-click deploy into production Spark cluster 11 Confidential – Oracle Internal/Restricted/Highly Restricted