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©2014 Software AG. All rights reserved. For internal use only.
Dr. Jürgen KrämerVP Product Strategy IBO &
Product Management Apama
20.02.2014
Big Fast Data
Anwendungen und Lösungen der Software AG
©2014 Software AG. All rights reserved. For internal use only.2 |
the time window to analyze& act to cause a smart response
Big DataVolume, Velocity, Variability
©2014 Software AG. All rights reserved. For internal use only.3 |
… requires: Continuous analysis & intelligent in-time action
Big Fast DataVolume, Velocity, Variability
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Many industries face shrinking time windows to make smart responses to critical business patterns
Typical Business SLAs
Algorithmic trading100 ms < 1 ms
Call center inquiries 8 hr 10 sec
Supply chain updates1 day 15 min
Phone activation1 min
0.5 hour Refresh data warehouse
Track financial position5 min1 day
Airline operations20 min 30 sec
Trade settlement2 hrs.
Build-to-order PC 4 weeks 1 day
weeks days hours minutes seconds
3 days
1 week
5 days
Batch Analytics/Data Warehouse
Rapid and proactive
response is the key to surviving
the pace of competition
Intra-day Batch Analytics
Continuous in-memory Analytics
Low Latency Analytics
Real-time “Continuous Intelligence” Needed
Traditional Business Intelligence
milliseconds
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Improve response time to problems & opportunitiesLink real-time insights with the right actions
Valu
e
Business event
Data captured
Action taken
Information delivered
Time
SOURCE: Richard Hackathorn – The BI Watch: Real Time to Real Value
Action time
©2014 Software AG. All rights reserved. For internal use only.6 |6 |
What is IBO?
“Intelligent Business Operations are a style of work in which real-time analytic and decision management technologies are integrated into the transaction-executing and book-keeping operational activities that run the business”
Gartner. March 2011W. Roy Schulte, Janelle B. Hill, Nigel Rayner
Gartner’s definition focuses on operational effectiveness
©2014 Software AG. All rights reserved. For internal use only.7 |
Traditional BI andoff-line analytics
IntelligentBusiness
Operations
BI and other Historical Analysis complement IBO
Running business operations
ObserveObserveSituationalAwareness
DecideDecideFaster & Better
DecisionsActAct
Dynamic Actions
Strategic and tactical decisions
Traditional BI,statistical analytics,
data mining, etc. for historical analysis
Reporting
Ad-hoc BIanalytics
Improve
Storedata
Data in motion
Source: W. Roy Schulte, Gartner Inc.
Data Warehouse
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Fast (In-Memory) Data Connectivity and Access
• Streaming analytics • Historical analytics• Process KPIs and SLAs
Process Activity
Big DataLive
Transactions & Events
• Intelligent Actions• Visualizations• Alerts
Decisions
Analytics
Hadoop & Data
WarehouseMobile events
Financial &
News Events
Social Media Events
System alerts, sensors &
machines
$ £€¥
Business Processes
IBO Platform: Capabilities
Other SAG capabilities will be used to augment this stack as required
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©2014 Software AG. All rights reserved. For internal use only.9 |
Software AG Context
IBO becomes more compelling when aligned to the full SAG suite©2014 Software AG. All rights reserved. For internal use only.10 |
In-Memory Data Management
Connectivity & messaging
VISUALIZATION | ANALYSIS | DECISIONS | ACTIONS
Real-time process analytics & operational monitoring
Process discovery & historic process analytics
SOLUTION BLUEPRINT…SOLUTION BLUEPRINTCustomer Experience Mgmt
SOLUTION BLUEPRINTCapital Markets
IBO Platform: Functions
Database
Real-time continuous analytics & event processing
$ £€¥
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Database
CEP Optimize PPM
IBO Platform: Primary products
SOLUTION BLUEPRINT…SOLUTION BLUEPRINTCustomer Experience Mgmt
SOLUTION BLUEPRINTCapital Markets
$ £€¥
©2014 Software AG. All rights reserved. For internal use only.12 |
Facts & Figures
• Leading provider of in-memory data management and CEP (real-time analytics) solutions
• 500K+ Enterprise Deployments
• 70% of Global 1000 use our software
• Behind some of the most widely deployed software for scalability and performance
� 5+ PB of data in memory
� 2.1M Developers in 190 Countries
• Powers 2 of the top 3 market-leading Foreign Exchange platforms
Enterprise Customers
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BigMemory: In-Memory Data Management
Server Array
BigMemory
App Server
Ehcache
App Server
Ehcache
Speed Up Scale Up Scale OutElastic ScaleIn the Cloud
App Server
Ehcache
App Server
Ehcache
Database
Database
Database
Database
App Server
Ehcache
App Server
Ehcache
BigMemory
Server Array
BigMemory
Increase Data in MemoryIncrease Data in Memory
Reduce Database RelianceReduce Database Reliance
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Unified
Productivity
Tooling
The
Correlator:
Apama Run-
Time Engine
Integration
with Live
and Static
Data Systems
Real-time output streams feed Apama’s real-time, interactive, dashboards or any external system
Integration with any data source/ sink or library
Cache integration
Rich, intuitive development environment for developers and business analysts
Analytics, Patterns and Applications are deployed into the Correlator
Scalable, high-performance “Correlator”
Complex Event Processing
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Real-time Data Visualization & Analytics
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Use cases
Real-time visibility
Better, faster decisions
Fix problems early
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Global E-commerce Avoiding “Black Friday” Blackouts
Challenges:
• Huge spikes in customer traffic at peak times
• Proactive customer care
Legacy Approach:
• Product catalogue & shopping cart pulled from multiple disk-bound databases
FORTUNE 150
ATHLETIC
BRAND� Violated SLA
� Order bungled
� Delivery late
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Global E-commerce Avoiding “Black Friday” Blackouts
Solution:Move data access to in-memory
Results:
• 90% of product requests served instantly
• Backend services load slashed by 40%
• Average page load time reduced by 16%
• Search time reduced by 30%
FORTUNE 150
ATHLETIC
BRAND
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Dell’s Global Command Centers
fix problems before they hit the customer
SLA Events
Inventory
Equipment Locations
Social Media
Weather Patterns
Visualize status & proactively address impending problem
Identify that an onsite support SLA could be violated
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Use cases
Continuous optimization
Do more with less
Real-time visibility
Better, faster decisions
Fix problems early
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Smart shipping logistics
Ship Movements (Sat)
Ship reporting
Port Messages
Detect a ship passing a certain area, determine the relevance Start appropriate
process
Pilot Project: Lines on Sea
Detect when ships cross a certain line, and give a meaning to it.
Real-time and historic/enriched information on ships
Space based AIS generates large number of ship movements
Real-time tracking of all entities, highlighting
efficiencies and predicted problems
Convey data reliably from the remote ships & dock side machines
Real-time access to ships’ inventories
and planning schedules
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Sabre: Largest Airline Reservation System
� Challenges
– Scalability to meet business growth requirements
– Keep operational & development cost to a minimum
– 750K reservations a day
– Maximum of 10,000 transactions per second
– Retain high reliability of mainframe
� Solution
– Terracotta BigMemory
– Storing 500GBs of travel reservation sessions and itineraries per day
� Business Value
– Delivered SLA’s of 99.99% uptime
– Offload Mainframe MIPs by 80%
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Use cases
Multi-payments Data Interoperability
Continuous optimization
Do more with less
Real-time visibility
Better, faster decisions
Fix problems early
Seize real-time revenue opportunities
Outperform your competitors
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Intelligent Offers: Right Place, Right Time, Relevant
Thank You for Using Our Credit Card. We are offering 2% APR
finance over 60 months on this TV to loyal bank customers. Click here to accept.
Real-time, One-to-One Marketing
Purchase flat screen TV at
partner store using bank credit card
Purchase flat screen TV at
partner store using bank credit card
� Low current account balance
� History of responding to attractive credit offers
� Push payment plan to mobile phone
Credit CardTransactionsCredit CardTransactions
Program Triggers
Profile Changes
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Location & context-aware promotions increase revenue & loyalty
Enjoy 15% discount off any main meal at Sports Bar Diner in Wellington Mall this
lunchtime
Real-time, One-to-One Marketing
Customer location detected
entering mall
Customer location detected
entering mall
Call Records
Program Triggers
Profile Changes
Location Changes
� Customer who subscribes to the “Live Sports Results” package enters a Mall
� Partner “Sports Bar Diner” has capacity
� Push offer of 15% off any main meal this lunchtime
• Marketing the right offer at the right time has yielded $15m revenue increase and 10x offer uptake
• 35 million subscriber profiles analyzed each day
• Event streams with 40,000 events/second
Visualize campaign
deployed in 24 hours
Visualize campaign effectiveness in real-time;
New campaigns can be deployed in 24 hours
• 200 business criteria checked in real-time
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Use cases
Multi-payments Data Interoperability
Continuous optimization
Do more with less
Continuously manage risk
Reduce losses by spotting problems early
Real-time visibility
Better, faster decisions
Fix problems early
Seize real-time revenue opportunities
Outperform your competitors
©2014 Software AG. All rights reserved. For internal use only.27 |
Unusual trading activity just before news release suggests insider
trading
Notify relevant Compliance Officer
Trades
Quotes
News
Trader Behavior
Social Media
Compliance staff visualize trade abuse
alerts; drill in to investigate
Large numbers of complex risk and surveillance rules that can detect
market abuse or problems before the situation becomes critical
Real-time and historic
market data feeds
Mitigate potential regulatory violations before they make the headlines
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Fraud detectionin milliseconds drives
profit up by
10s of millions
Transforming Security
• Drive profit up by tens of millionsof Euros
• Meet 650 millisecond end-to-end SLA 99% of the time
• Achieve better accuracy
• Fraud detection
– Reduce fraud loss
– Improve speed and accuracyof fraud detection system
– Increase rules in fraud detection algorithm from 50 to over 1,000
Globally leading online payments company with more than 100 million customers in close to 200 countries and an annual payment volume of above $10B.
PayPal
Opportunity Result (first 9 months)
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Summary
� Best of breed technologies – Apama, Terracotta, webMethods
� Store, analyze and respond to patterns in process data, big data, fast data and transaction data in the same platform
� Streamlined for in-memory and real-time operations (Big Fast Data)
� Operates on commodity hardware – no specialized hardware appliances required
� Market-leading time-to-value from solution blueprints + integrated platform components
Intelligent Business Operations (IBO)
©2014 Software AG. All rights reserved. For internal use only.
Thank you!
Dr. Jürgen Krä[email protected]