Filling the BI gap with leading technology and techniques.
Transcript of Filling the BI gap with leading technology and techniques.
HandsOn-BI, LLC Copyright (c) 2001-2004 All Rights Reserved1
HandsOn-Advanced Analytics
Filling the BI gap with leading technology and techniques.
HandsOn-BI, LLC Copyright (c) 2001-2004 All Rights Reserved2
Presenters
Author: Michael L.GonzalesHandsOn-BI, LLC
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HandsOn-Advanced Analytics
I. The Promise of BIII. The BI GapIII. Filling The BI GapIV. Service Oriented Architecture
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I. The Promise of BI
Focusing on the original intent of Business
Intelligence.
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BI Drives Analytic Applications
Co1432003, Jones Carol, 35492, 44, 12/3/92, 123002; Co7038553, Hustel Robert, 354264, 23, 12/3/87, 425214; Co4353779, Schmitz Jane, 87889, 12, 1/3/98, 048994; Co1654423, Napu Max, 345287, 39, 6/23/89, 928800; Co4454642, Jensen Geneva, 39482, 80, 4/21/85, 948372; Co3462351, Smith Greg, 998742, 87, 8/23/98, 389274; Co9483484, White Joan, 132233, 54, 9/11/80, 43368; Co1432003, Jones Carol, 35492, 44, 12/3/92, 123002; Co7038553, Hustel Robert
Jones Carol, 35492, 44, 12/3/92Hustel Robert 35424, 23, 12/3/87 Schmitz Jane, 87889, 12, 1/3/98, Napu Max, 34527, 39, 6/23/89Jensen Geneva, 39482, 80, 4/21/85 Smith Greg, 99742, 87, 8/23/98 White Joan, 13233, 54, 9/11/80
+ =
Analytic ApplicationsFor example: Intelligent Dashboards, On-demand Processing, Integrated
Analysis
CustomerInteractionCustomer
Transaction
Business Intelligence Is Actionable Insight And Knowledge
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Knowing Is The Objective
Who is my most valuable customer?
What is my product demand by region, type and customer?
When did this start?
Where are the most sales?
How are we doing?
Why did this happen?
Any missed opportunities?
Know Don’t Know
Don’t Know
Know
Data Mining
Don’t Knowwhat you
Don’t Know
Knowledge Management
Don’t Knowwhat you
Know
Standard Reporting
Knowwhat you
Know
Interactive Query
Knowwhat you
Don’t Know
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The Business Intelligence Fabric
Technical
Data
Application
Touch Point
Geographic
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II. The BI Gap
Traditional warehouse technologies and techniques fall short of delivering on the
promise of BI.
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The Traditional Analytic Landscape
Business Analysts (Decision Support)
Statisticians (Modeling)
Static Reporting
Ad-hocReporting
OLAP
Exploratory Data Mining
Predictive Data Mining
Management (Operations)
Did you
Know?
What will Happen?
What Happened?
Why it Happened?
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Traditional Disparate Data Structures
Operation Databases
Staging Area
tables
COTS ETL Processor
COTS ETL Processor
COTS ETL Processor
BI Static Reports
Atomic Level
Advanced Reports
OLAP Slices
Data Marts
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Foundations for Business Intelligence
Three components to successful BI:
1. Seamless Integration Of Technologies2. Simplified Data Delivery3. Zero-latency Analytics
PLUS: A Closed Feedback Loop to become a BI Organization.
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III. Filling The BI Gap
Applying leading technologies and techniques
to fill the BI gap.
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Leading RDBMS Vendors
Advanced Reports Portal
Relational Data Dimensional Data
Spatial Data
Centralize Database Environment
RDBMS ETL
Operational data
OLAP
Integrated:-- ETL Technology-- Spatial Data-- OLAP Technology-- Mining Technology-- Portal Support
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In-database OLAP
A variety of approaches offered by leading RDBMS vendors:
1. Materialized View and Query Tables2. Extended SQL For ROLAP-centric Functions3. Blend Of Relational and MOLAP Proprietary
Technology
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In-database Data Mining
DECISION MAKERS
DATA MINING ANALYST
RDBMS
Model StoredAs LOB
Mining ModelUDF
Export ModelIn PMML
Operational/Strategic Application
SQL
Building The Mining Model
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What About Visualization?
MC Escher
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What About Space?
MC Escher
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Spatial Analysis/Visualization Impact
Stores
MarketDensity
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GIS Expands The Analytic Landscape
What Happened?
Why it Happened?
Did you Know?
What will Happen?
StaticReporting
OLAP
ExploratoryMining
PredictiveMining
Statisticians (Modeling)
Business Analysts (Decision Support)
Management (Operations)
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IV. The Service Oriented Architecture
Bringing it all together with SOA, including on-demand
analytics and analytic consolidation.
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Terminology
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The Face Of BI
Portals Blend Operational and Strategic Reporting and Analytics:
-- Integrate operational/analytic applications using portlets. -- Use Web Services for seamless integration of analytic
processing with operational/analytic applications-- Provide event-driven, on-demand processing for alerts, near
real-time analytics, and other BI-centric processing.
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Embedded Analytics
Custom or COTS Applications
tables
BI Components: Visualization, OLAP, Mining
Java API, X/Query, SQL API
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Web Services
Enterprise Portal
BI Services•OLAP•Mining•SpatialW
eb S
ervi
ceA
PI
#3: Bind (SOAP)
XML Results
Tactical/Strategic
Apps
UDDI#2: Locate #1: Register
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Service Oriented Architecture
Update Customer Process
Packaged Apps (Siebel, SAP, etc.)
Business Partner Data
Data Marts & Warehouses
Master Data Stores
Info
rmat
ion
Inte
grat
ion
Serv
ices
Proc
ess
Serv
ices
App
licat
ion
Serv
ices
Meta Data Services
IIS
ApplicationMessage Message
Application
Dashboards
Legacy Apps
Web Applications
EAI, BPM, EII
Portals
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Contact InformationContact Information
Email: [email protected]: (915)542-2604Fax: (915)542-3959Website: www.HandsOn-BI.comAddress: HandsOn-BI, LLC.
7101 N. Mesa, Suite 282El Paso, TX 79912