Dynamic M2M Event Processing Complex Event Processing and OSGi on Java Embedded
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1 Dynamic M2M Event Processing Complex Event Processing and OSGi on Java Embedded Oleg Kostukovsky - Master Principal Sales Consultant Walt Bowers - Hitachi CTA Chief Architect 1
2 2 1. The Vs of Big Data 2. CEP Predictive Analytics 3. OSGi Dynamic Behavior 4. Demo Dynamic Behavior In Action
3 3 The Vs of Big Data
4 The missing V of Big Data Extracting VALUE from VIABLE Data WHERE It Matters and WHEN It Matters 4
5 5 Rise of The Intelligent Device
6 Key Elements of Connected Intelligence 1 Intelligent Devices Always-on devices connected to variety of sensors and running multiple software applications 2 Real-Time Analytics High-frequency data analysis for instant decision making and automation of information flows 3 Big Data Integration of data from connected devices with enterprise applications and historical data 6
7 Dynamic Predictive Analytics Local analytics and business rules are controlled by global analytics In-flight data analytics on the device Near real time response on the device Global Analytics for the Big Patterns Big Data post processing Discover Hidden Patterns/dependencies Dynamically Adjust the Rules Update new rules to the local device Enhances the devices local analytics Rinse and Repeat 7
8 The Solution Dynamic Predictive Analytics 8
9 9 OEP Predictive Analytics
10 What Is Oracle Event Processing (OEP)? Event Stream Processing Event-driven Architecture A generic data management infrastructure for processing in-flight data before data is potentially stored to deliver results in near real-time Continuous queries based (CQL) It allows users to Aggregate/Correlate/Enrich/Detect Patterns in high speed streaming data OEP Embedded is subset of OEP Based on Java and OSGi 10 Copyright 2012, Oracle and/or its affiliates. All rights reserved. Device to Data Centre
11 Oracle Event Processing Event Processing Architecture Programming language for defining rules Continuous Query Language (CQL) Developer toolset based on Eclipse Java-based runtime engine Data/Msg. Feeds Data Feed Adapters EDA Java Application Container Process Events (CEP) Listener/SINK: User Code (Plain Java) 11 Copyright 2012, Oracle and/or its affiliates. All rights reserved. Device to Data Centre
12 Events generated at sources Oracle Event Processing Event Capture Adaptor captures event and sends it into the Event Processing Network Java-based Adaptors - can capture events from anything Java can talk to includes JNI Data/Msg. Feeds Data Feed Adapters EDA Java Application Container Process Events (CEP) Listener/SINK: User Code (Plain Java) 12 Copyright 2012, Oracle and/or its affiliates. All rights reserved. Device to Data Centre
13 Oracle Event Processing Event Processing Events processed using Continuous Query Language or Java Merging multiple event sources and types Data enrichment by accessing external data sources (e.g. databases) Data/Msg. Feeds Data Feed Adapters EDA Java Application Container Process Events (CEP) Listener/SINK: User Code (Plain Java) 13 Copyright 2012, Oracle and/or its affiliates. All rights reserved. Device to Data Centre
14 Processing produces events Oracle Event Processing Event Dispatch Adaptor receives event and sends it into the downstream clients Java-based Adaptors can send events to anything Java can talk including JNI Data/Msg. Feeds Data Feed Adapters EDA Java Application Container Process Events (CEP) Listener/SINK: User Code (Plain Java) 14 Copyright 2012, Oracle and/or its affiliates. All rights reserved. Device to Data Centre
15 Historical Real-time OEP Embedded and Data Center Adding real-time capabilities with OEP & BAM OEP BAM 1 2 OEP 1. 1 Filter out useless, redundant data, correlate ; find and focus on events that matter 2 Analyze and act ; execute critical decisions in realtime, complementing historical approaches 15 Copyright 2012, Oracle and/or its affiliates. All rights reserved. Device to Data Centre
16 Oracle Event Processing and IoT in Motion Demo 16
17 17 Dynamic M2M Event Processing Oracle Event Processing and OSGi on Java Embedded. 3. OSGi Dynamic Behavior
18 Dynamic Environment Devices do not operate in a static environment Inputs change Knowledge is gained from analytics Additional systems want to receive the output 18 Copyright 2012, Oracle and/or its affiliates. All rights reserved. Device to Data Centre
19 Dynamic Behavior Our Predictive Analytics Engine needs to be dynamic Ability to change behavior without stopping the flow Allow higher level system to change the processing rules 19 Copyright 2012, Oracle and/or its affiliates. All rights reserved. Device to Data Centre
20 OSGi Dynamic Modular System for Java Mature Lightweight Application Framework Ideal for embedded environments Supports Module Lifecycle Install/start/stop/uninstall/upgrade Remotely manageable Versioning Services Model Advertise and discover services Modules are dependent on service not implementation Data/Msg. Feeds Data Feed Adapters Powered by EDA Java Application Container Process Events (CEP) OSGi Framework Java Listener/SINK: User Code (Plain Java) 20 Copyright 2012, Oracle and/or its affiliates. All rights reserved. Device to Data Centre
21 OSGi Deployment Environment Remote Device OSGi Management System & Repository Data/Msg. Feeds Data Feed Adapters EDA Java Application Container Process Events (CEP) Listener/SINK: User Code (Plain Java) OSGi Framework Java 21 Copyright 2012, Oracle and/or its affiliates. All rights reserved. Device to Data Centre
22 Dynamically Changing Behavior Deployed System. Happily processing OSGi Management System & Repository Data/Msg. Feeds Remote Device Data Feed Adapters EDA Java Application Container Process Events (CEP) Listener/SINK: User Code (Plain Java) 22 Copyright 2012, Oracle and/or its affiliates. All rights reserved. Device to Data Centre
23 Oracle Event Processing The Data Inputs Change Data/Msg. Feeds Data Feed Adapters EDA Java Application Container Process Events (CEP) Listener/SINK: User Code (Plain Java) 23 Copyright 2012, Oracle and/or its affiliates. All rights reserved. Device to Data Centre
24 Dynamically Changing Behavior Update the adaptor Remote Device OSGi Management System & Repository Data/Msg. Feeds Data Feed Adapters EDA Java Application Container Process Events (CEP) Listener/SINK: User Code (Plain Java) 24 Copyright 2012, Oracle and/or its affiliates. All rights reserved. Device to Data Centre
25 Dynamically Changing Behavior Process the Events Differently Remote Device OSGi Management System & Repository Data/Msg. Feeds Data Feed Adapters EDA Java Application Container Process Events (CEP) Listener/SINK: User Code (Plain Java) 25 Copyright 2012, Oracle and/or its affiliates. All rights reserved. Device to Data Centre
26 Dynamically Changing Behavior Forward to additional locations for processing Remote Device OSGi Management System & Repository Data/Msg. Feeds Data Feed Adapters EDA Java Application Container Process Events (CEP) Listener/SINK: User Code (Plain Java) 26 Copyright 2012, Oracle and/or its affiliates. All rights reserved. Device to Data Centre
27 Dynamically Changing Behavior Happily processing again OSGi Management System & Repository Data/Msg. Feeds Remote Device Data Feed Adapters EDA Java Application Container Process Events (CEP) Listener/SINK: User Code (Plain Java) 27 Copyright 2012, Oracle and/or its affiliates. All rights reserved. Device to Data Centre
28 28 Dynamic M2M Event Processing Oracle Event Processing and OSGi on Java Embedded. 4. Demo Dynamic Behavior In Action
29 Dynamic Behavior In Action The components LCD Display Phidget Temp Sensor 29 Copyright 2012, Oracle and/or its affiliates. All rights reserved. Device to Data Centre
30 Dynamic Behavior In Action Start reporting temperature changes above ambient temperature 30 Copyright 2012, Oracle and/or its affiliates. All rights reserved. Device to Data Centre
31 31 Copyright 2012, Oracle and/or its affiliates. All rights reserved. Device to Data Centre Dynamic Behavior In Action Change the rules and redeploy remotely
32 Dynamic Behavior In Action Now reporting temperature changes below ambient temperature 32 Copyright 2012, Oracle and/or its affiliates. All rights reserved. Device to Data Centre
33 END Dynamic M2M Event Processing Oracle Event Process and OSGi on Java Embedded 7/13/2013 Hitachi Communication Technologies America, Inc. Walt Bowers: Chief Architect Hitachi CTA, Oleg Kostukovsky: Oracle Master Principal Sales Consultant 33
34 34 Back Ups
35 VOLUME GB added to the digital universe ~30% of it generated by machines Assuming 2GB/hr it will take 2.3 billion years to download GB 15 x increase 42 % will be generated by devices 35 According to IDC s Digital Universe in 2020 study published in December 2012
36 36 VELOCITY
37 Web and Social Media Clickstream Data Twitter Feeds Facebook Postings Web Content Machine-to-Machine Smart Meters Readings RFID Readings Oil Rig Sensors GP Signals Big Transaction Data Healthcare Claims Telecommunication Call Details Record Utility Billing Records Biometrics Facial Recognition Genetics Human Generated Call Center Voice Recording Electronic Medical Records 37 VARIETY
38 Intelligence Is Real-Time, Event-Based Analytics Complex Events Processing enables real-time business insights from edge devices Communication Events Machine Events Security Events Environmental Events Business Logic Events 38
39 Getting Ahead of the Curve - Move time-sensitive analysis to the front of process - Identify certain critical conditions on the edge in real-time Fast Data ms Big Data minutes 39
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