Session: 0909 Big Data Velocity- Leveraging High Speed Event Streams with ESP and SAP HANA Prasad illapani, Jeff Wootton SAP HANA Product Management & Strategy SAP Labs LLC.,
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Agenda Big Data, Volume, Velocity - Overview Real ime Data Challenges SAP HANA Real ime Data Platform SAP Sybase Event Stream Processor with SAP HANA SAP HANA and ESP Example Use Cases Demo Key akeaways 2012 SAP AG. All rights reserved. 3
Big Data: Volume, VELOCIY, Variety Web Enterprise Applications witter Smart Machines Sensors his image cannot hiscurrently be image displayed. cannot current ly be display ed. h hi s i his image cannot currently be displayed. hi hi s s im im ag e ca his image cannot currently be displayed. h i h h is im ag h i h i s h h i h h his image i cannot s currently be i displayed. hi s i his image cannot currently be displayed. h i his image cannot h currently be is displayed. im h his image is cannot currently im be displayed. ag e ca nn his image cannot h current is ly be i his image cannot display m currently be ed. a displayed. his image cannot currently be displayed. Data Marts Data Warehouses racking his image cannot currently be displayed. Databases Events Data Doubles Every 18 months Many Opportunities are Short-lived Information Is a Strategic Corporate Asset 2012 SAP AG. All rights reserved. 4
he Challenge: Extracting Insight from the flood of raw data 2012 SAP AG. All rights reserved. 5
Why Real ime? Real-ime is a competitive advantage Business Value Business-relevant Event occurs Value proposition of real-time Monitoring Value lost through latency Event data stored Analysis information delivered Action taken Data Latency Analysis Latency Infrastructure Latency Reaction ime Decision Latency ime Acceleration through realtime Monitoring Source: compare Hackathorn, 2002 2012 SAP AG. All rights reserved. 6
SAP HANA Real ime Data Platform 3 rd -Party BI Client SAP Business Suite SAP NetWeaver BW SAP Big Data Applications SAP Analytics SAP Mobile Custom Apps SAP NetWeaver (On-Premise/Cloud) SAP Real-ime Data Platform Open Developer APIs and Protocols Common Modeling SAP Sybase PowerDesigner MPP Scale-Out SAP Sybase Adaptive Server Enterprise (ASE) SAP Sybase Replication Server SAP Sybase SQL Anywhere SAP HANA Platform SAP Sybase ESP SAP Data Services SAP Sybase IQ SAP MDG, MDM HADOOP 3 rd -Party DB Common Landscape Management SAP Smart Data Services Platform SAP innovation without customer disruption 2012 SAP AG. All rights reserved. 7
SAP Sybase Event Stream Processor 2012 SAP AG. All rights reserved. 8
Basic Stream Capture for SAP HANA Sensors ransactions Price Feeds ESP 1 SAP HANA Click Streams Etc, etc 1 ESP receives streaming data from any number of sources Continuous queries transform the data Micro-batching optimizes load performance into SAP HANA 2012 SAP AG. All rights reserved. 9
High Speed Capture echniques Micro-batching: configurable to balance load efficiency with max latency Array column bindings Multiple-parallel loading channels with support for table partitions ested at over 1 million messages per second continuous loading into SAP HANA 2012 SAP AG. All rights reserved. 10
Smart Capture echniques Sensors ransactions Price Feeds ESP 1 SAP HANA Click Streams Etc, etc 2 1 High speed capture but after applying continuous queries to apply complex filters and rules to eliminate noise 2 ESP pulls data from HANA to provide context, such as historical norms, reference data, thresholds, etc 2012 SAP AG. All rights reserved. 11
Immediate Response Sensors ransactions Price Feeds ESP 1 SAP HANA Click Streams Etc, etc 2 3 1 2 3 High speed smart captureesp publishes alerts or triggers response process Historical/reference data and/or analysis from HANA ESP publishes an alert or triggers an automated response based on changes in conditions 2012 SAP AG. All rights reserved. 12
SAP Precision Gaming Maximize Monetization A suite of cloud services specifically designed for gaming Personalized Offers and Messages delivered in real-time Increase the conversion rate from free to paying players Increase the purchase of specific big ticket items Reduce abandonment by first-time & long-term players Big Data Visualization & Analytics Improve game design by identifying poorly designed features Increase marketing ROI by identifying the most effective customer acquisition campaigns 40+ Easy-to-use and Easy-to-understand Standard Reports 2012 SAP AG. All rights reserved. 13
Architecture Diagram Customer System Existing SAP Component SAP Gaming Compnent Game Provider BOBJ Desktop Reports & Dashboards SAP Precision Gaming Solutions Precision Gaming Application Server Personalized Messaging Visualization & Analytics Performance Optimization Accounting & Finance Game Engine j Consumer Master Data Real-time Offers Real-time Event Data Sybase Event Stream Processor 5.1 SP01 Event Filter Context Analysis SAP HANA Hot Data Industry Data Model Queries / Views Predictive Models ransaction History Disk Storage Warm Data Financial System Cold Data 2012 SAP AG. All rights reserved. 14
Energy Production: It's too late to save resources, if they have already been spent Reports - Reports with plan and facts Real-ime Analysis - Compliance with operating mode - Liquid Leakage t V Vandt Gas Electricity Water - Environmental temperature - Metering Unit of Electricity - Metering Unit of Water W V Vandt Heat Energy - Metering Unit of Gas - Metering Unit of Flow Rate and temperature - Metering Unit of Heat 2012 SAP AG. All rights reserved. 15
Monitoring Energy Production Event Driven Analytics Analytical reporting on the fly DB RA #1 Billions of events per day Realtime Dashboard RS (Replication Server) RS input adapter SOI2 input adapter ESP (Event Stream Processor) HANA output adapter SAP HANA DB RA# 2 SOI 2 serv er Real-time data stream: consumption of fuel, energy consumption.. Filtering Recoding Imposition Real-ime analytical calculation Replication flow SCADA SCADA SCADA Event flow 2012 SAP AG. All rights reserved. 16
SAP Sybase ESP Enables Continuous Intelligence Situational Awareness Pro-active Notification Immediate Response Sometimes you just can t wait for the report 2012 SAP AG. All rights reserved. 17
Demo
Key akeaways KEY LEARNINGS 1. SAP Sybase Event Stream Processor can be used to capture streaming data in SAP HANA even at extreme message rates 2. Smart Capture techniques can be used to only capture the data that s meaningful 3. In addition to capturing data, continuous queries can be used to generate alerts or trigger a response based on observed patterns, trends or other changes in the business environment 2012 SAP AG. All rights reserved. 19
For More Information SAP on the Web Event Processing on SCN: http://scn.sap.com/community/event-processing ESP Developer Center: http://scn.sap.com/community/developer-center/sybase-esp SAP Real-time Data Platform: http://www54.sap.com/solutions/tech/real-time-data-platform.html 2012 SAP AG. All rights reserved. 20
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