IBM Watson IoT Platform Analytics Real-Time Insights. Wayne Riley

Transcription

1 IBM Watson IoT Platform Analytics Real-Time Insights Wayne Riley

2 What Does IoT Real-Time Insights Do? Performs analytics on IoT data as in arrives at the IBM Watson IoT Platform Analytics applied immediately to data arriving as analytics are defined User defined analytics with easy to use graphical user interface Define simple to complex analytics and activate immediately Drives automated handling of analytic results When an analytic detects an anomaly drive user defined actions Provides real-time dashboards OOTB dashboards provided for viewing alerts, devices, device real-time data Built-in customization capabilities Contextualizes IoT data Link incoming data to asset information in systems of record (Maximo) to put it in context and enrich the insights from analytics

3 High-Level Architecture Maximo and other systems provide context about the assets Real-time data Real Time Insights Asset Info Actions / Data Maximo Other Systems IBM Watson IoT Platform IoT devices deployed in customer s environment including both legacy industrial devices & new IoT enabled devices Data is mapped to assets records in Maximo / TRIRIGA High scale message processing drives real-time analytics and business rules Business rules initiate automated response Dashboards provide real-time view of asset status Analytics results drive actions and updates in additional systems such as operations, ERP, etc. 2

4 How Do I Get IoT Real-Time Insights? IoT Real-Time Insights is in the Bluemix Catalog Access Services Look for Internet of Things category 3

5 Simply Deploy to Your Bluemix Account to Use 4

6 Analytics on IoT Data as it Arrives at the IBM Watson IoT Platform Context Management Schema Management Real Time IoT Data Rules Management Action Management Analytics platform designed and built to process large volumes of IoT data Segmentation of critical processing allows analytics to be applied rapidly to the arriving IoT Data 5

7 User Defined Analytics via Easy to Use Graphical User Interface Goal of RTI Design: Allow users are able to quickly define and maintain real-time analytics on IoT data UI Designed for end-users, not Data Scientists Only need to understand the data coming from your devices, not the analytics engine Simple UI for defining analytics hides the complexity of a sophisticated analytics engine Rules UI will be continually be updated to expose additional rules engine capability 6

8 Defining the IoT Data Message Contents To perform analytics on IoT messages the format of the IoT message must be defined There is no standard in the industry for IoT message contents / format RTI provides UI for defining IoT message contents per class of device 7

9 Dynamically Create New Attributes from Message Data 8

10 Define New Virtual Data Point Define 9

11 Virtual Data Points in Schema Definition 10

12 Example of Simple Rule Definition Analytic ruled defined with one predicate Analytic examines IoT message and looks for a GForce value > 30 If analytic finds GForce value > 30, action is driven 11

13 Example of Complex Rule Definition Analytic ruled defined with multiple predicates Complexity can be controlled by the user to suit their needs 12

14 Dynamically Start and Stop Analytics Analytics can be started and stopped without any impact to the analytic engine To update a rule, stop it, edit it, start it and the updates are applied to the next message received 13

15 Drive automated handling of analytic results After the analytics determine that a condition(s) specified have been met, user defined automation can be driven to handle what has been found Single or multiple actions can be defined Context about the analytic and the data interrogated by the analytic are available to the action processing Action handling can invoke REST APIs, drive URL, invoke a node-red flow, etc. 14

16 Define Customer Specific Actions Actions are defined outside the rule definition but are used by the rules Allows actions to be updated without having to touch the rules that use the actions Actions can be reused across multiple rules 15

17 Action When rule evaluates true then produce an with the information from the data message sent and rule information 16

18 Produced when Alert Detected (Rule Fired) 17

19 Webhook Action When rule evaluates true then drive the configured Webhook action URL 18

20 Node-RED Action When rule evaluates true then drive the configured Node- RED URL 19

21 IFTTT Action When rule evaluates true then drive the configured IFTTT action 20

22 Provides real-time dashboards OOTB Alerts dashboard for seeing alerts raised by the analytics Shows devices that data from has risen an alert by the analytics View current and historical alerts See all data defined for the schema at the time the alert was detected by the analytics Device real-time data view Drill-in from Alerts dashboard to see current real-time data from device 21

23 Alerts Dashboard Drill in for device data Devices with alerts from analytics Alerts for the selected device All data from the device when the alert was detected Latitude and longitude come in on the message 22

24 Drill-in for Device Real-Time Metrics Viewing real-time data for all metrics defined in the schema Allows user to understand what data coming from the device currently 23

25 Add Context to IoT Devices as Needed IoT Device IoT Device IoT Device Thing IoT Device Customers can instrument existing assets by adding sensors to the device Those IoT devices (sensors) don t know the context in which they are reporting information RTI allows IoT devices to be associated with asset information imported from asset management system Logical Relationship Defined 24

26 Asset to IoT Sensor Mapping 25

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