SlideShare une entreprise Scribd logo
1  sur  32
Télécharger pour lire hors ligne
Collecting and analyzing data for valuable decision
making in a service oriented business scenario
Stefano SCAMUZZO
ENGINEERING Group (www.eng.it)
Technical, Innovation & Research Division
Architectures & Consulting

SPAGOWORLD, Executive Board (www.spagoworld.org)
SPAGOBI, Ecosystem Manager (www.spagobi.com)
Engineering Group

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Everyone needs services

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
But … what is a service ?
The Core concept in aaService Oriented model is the concept of Service which is subject to
The Core concept in Service Oriented model is the concept of Service which is subject to
interpretations that make its meaning quite ambiguous
interpretations that make its meaning quite ambiguous
Different points of view are possible:
Different points of view are possible:
The Business Analyst point of view: aaservice is aafunctionality, part of aaBusiness
The Business Analyst point of view: service is functionality, part of Business
Process
Process
The Designer point of view: aaservice is aasoftware module with aaprecise functional
The Designer point of view: service is software module with precise functional
identity that can be invoked through aawell defined and documented public interface
identity that can be invoked through well defined and documented public interface

We prefer to talk in terms of processes and components
We prefer to talk in terms of processes and components
The Business Analyst analyzes the processes so as to detect the functional
The Business Analyst analyzes the processes so as to detect the functional
components he needs to build the process
components he needs to build the process
The Designer translates the identified components into “services”
The Designer translates the identified components into “services”

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
What methodology to use ?
Bottom-up

Top-down

Leverage the existing applications and
start building services as an assembly
of existing components

Start from business models to identify a
complete plan of the services to be built,
then iterate on their design and
implementation

benefits: time reduction
risks: the developed services have a
shorter lifecycle and demand frequent
maintenance and refactoring

benefits: tidy and complete architecture
risks: huge initial investment for analysis
an identification of the services plan

Meet-in-the-Middle (Agile Delivery):
Gradual definition of the services plan and parallel implementation of highest priority
services. When the service plan has sufficiently progressed, services can be revised to
make them compliant with the plan.
The goal: to balance the need for a tidy design with the demands of a rapid development
and time to market.

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Synthesis of the methodology
Enterprise
Enterprise
Business Models
Business Models
Definition
Definition

Technological
Technological
Architecture
Architecture
Definition
Definition

Service-Oriented
Service-Oriented
Analysis
Analysis

Service Plan
Service Plan
Definition
Definition

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
The Universal approach
Universal Middleware
Integration

Processes

Integration
ESB

IT & Business
goals

Cooperation
Connectors

Orchestration
Collaboration
BPM

eForm Lifecycle Business Rules SOA Application
PDF
management (Web – Mobile)

Governance
Innovation / reuse
(FI – mobile)

Management
& Intelligence

Adaptable Middleware Services

Design
& develop.
Tools IDE

Process
& services
management

Business
Activity
monitor

Core components (service bundles) for the integration and management of services; for the
Core components (service bundles) for the integration and management of services; for the
definition of business rules and the realization of application modules in SOA architectures.
definition of business rules and the realization of application modules in SOA architectures.
By parameterizing each component, the solution gains aaconsiderable modularity, allowing
By parameterizing each component, the solution gains considerable modularity, allowing
to meet even the most complex requirements.
to meet even the most complex requirements.

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Case history: a University
Defining the architectural framework to support new projects following aacollaborative
Defining the architectural framework to support new projects following collaborative
development model based on modular software components that interact using consistent,
development model based on modular software components that interact using consistent,
shared and integrated information.
shared and integrated information.
The development of aaservice is split into phases: initial integration of the existing systems
The development of service is split into phases: initial integration of the existing systems
followed by aare-engineering process
followed by re-engineering process
Requirements ?

Where is the information ?

New components ?

Reuse ?
Deploying components
on infrastructure nodes

Standards
Connectors
ARIS -> BPMN
Application services
Infrastructural services

Monitoring &
Management

New Platform

Unified Information
Methodology

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Case history: a University
Explicitly expressed
Explicitly expressed
No application silos
Workflow
No application silos
Workflow
Interoperability
Document Management
Interoperability
Document Management
Scalability
Unified data model
Scalability
Unified data model
Flexibility
SSO & Security/Profiling
Flexibility
SSO & Security/Profiling
Standardization
Governance
Standardization
Governance
Proposed
Iterative development - initial integration of existing applications
ARIS processes modeled by the Customer
Low organizational impact
Performance
Scalability (SLA)
Availability
Knowledge gain

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Case history: a University
Functional areas

Processes
& services

Unified data
model

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Case history: a University
Reusing Jar Library

Jar Library

R

Develop new
component

Transformation

New
Requirement

OSGi Bundles

Implements
Spagic Interface

Spagic Bundles

Config
Publishing rules

Deploy

Supported by Eclipse Visual Tools
Spagic Service
Manager...

Spagic MetaDB
Registration

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Case history: a University
G
o
v
e
r
n
a
APPLICATION
n
GOVERNANCE
c
e
PROJECT
MANAGEMENT

Services and Contract
Manager

GOVERNANCE SERVICES
KNOWLEDGE
MANAGEMENT

SERVICES
GOVERNANCE

SECURITY
GOVERNANCE

INFRASTRUCTURE
GOVERNANCE

Analysis and
Development Team
Users
Services/Applications

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.

Operations
Governance requires BI / BAM
Real time monitor for processes, services and relevant information
Error management and process restart
Events generated by systems monitor
Support to decision making

MetaDB
(real time)
Data
Warehouse

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Business Activity Monitoring
BAM systems detect events and make them
meaningful to business users
Data Source(s)

Console &
Dashboards

Data

EVENT VISUALIZATION

Alarms &
Notifications

Complex Event
Processing (CEP)

Events

EVENT DETECTION

EVENT NOTIFICATION

RT & Historical
Analysis

DWH STORAGE

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.

BUSINESS USERS
Case History: BAM
Web-based authenticated access

Data Sources:
SAP, CRM, backoffice, technical
Real Time Console
& Dashboards

BPM System
(TIBCO)

Other SpagoBI
Engines

REAL TIME
HISTORICAL
ANALYSIS

Event Manager
DB (events)

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Case History: BAM

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Case History: BAM
Alarms for critical situations (bottleneck, SLA)
Overview and detail

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Data as a service
Structured Data

Transactional
Time phased data

Unstructured Data

Text, Social
User feedbacks

VOLUME
VELOCITY
VARIABILITY

Sensor Data

RFID, GPS
QR codes

New data types

Video, voice
Images

VVVV…

Big Data
Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Data as a service

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
(Big) Data as a service
Infrastructure
On Site
IaaS

Data Management
Capture
Clean
Load
Store

ETL

View and Analyze
Exploration, navigation, presentation
Text analysis
Text mining

BI

Application
Cloud
SaaS

SERVICES
Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Big Data Application fields
Brand Reputation
Sentiment analysis
Social listening
Social CRM
Complaint Analysis
Competitive intelligence
Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Big Data Scenarios

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Big Data approach

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Open Data

Out-of-date
Inhomogeneous
Multi-format
Different detail levels
Dispersed

Growing
Public and private sectors
Structured
Measurable quality
It’s the momentum …

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Open data: case history

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Open data: case history

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Open data: case history

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Open data: case history

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Open data: case history
USAGE SCENARIOS

in Ser vices. . .
...t o help companies
per f or m mar ket
r esear ches

in Trade. . .
...t o analyse demands
and emer ging t r ends

in Tur ism. . .
...t o compar e exist ing
r ange wit h available
of f icial st at ist ics

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
How open source helps

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
New skills requires

Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.

Contenu connexe

Tendances

Bhadale group of companies cloud service catalogue
Bhadale group of companies cloud service catalogueBhadale group of companies cloud service catalogue
Bhadale group of companies cloud service catalogueVijayananda Mohire
 
Capgemini Cloud Assessment - A Pathway to Enterprise Cloud Migration
Capgemini Cloud Assessment - A Pathway to Enterprise Cloud MigrationCapgemini Cloud Assessment - A Pathway to Enterprise Cloud Migration
Capgemini Cloud Assessment - A Pathway to Enterprise Cloud MigrationFloyd DCosta
 
What Can We Do With The ArchiMate Language?
What Can We Do With The ArchiMate Language?What Can We Do With The ArchiMate Language?
What Can We Do With The ArchiMate Language?Iver Band
 
Modeling Big Data with the ArchiMate 3.0 Language
Modeling Big Data with the ArchiMate 3.0 LanguageModeling Big Data with the ArchiMate 3.0 Language
Modeling Big Data with the ArchiMate 3.0 LanguageIver Band
 
Effective Strategy Execution with Capability-Based Planning, Enterprise Arch...
Effective Strategy Execution with Capability-Based Planning, Enterprise Arch...Effective Strategy Execution with Capability-Based Planning, Enterprise Arch...
Effective Strategy Execution with Capability-Based Planning, Enterprise Arch...Iver Band
 
Business and IT Management with ARIS and Alfabet - Joerg Klueckmann & Conrad ...
Business and IT Managementwith ARIS and Alfabet - Joerg Klueckmann & Conrad ...Business and IT Managementwith ARIS and Alfabet - Joerg Klueckmann & Conrad ...
Business and IT Management with ARIS and Alfabet - Joerg Klueckmann & Conrad ...Software AG South Africa
 
Isv cloud business readiness assessment
Isv cloud business readiness assessmentIsv cloud business readiness assessment
Isv cloud business readiness assessmentMIS
 
Bhadale group of companies projects portfolio
Bhadale group of companies  projects portfolioBhadale group of companies  projects portfolio
Bhadale group of companies projects portfolioVijayananda Mohire
 
Running GxP Compliant SAP Workloads on AWS
Running GxP Compliant SAP Workloads on AWSRunning GxP Compliant SAP Workloads on AWS
Running GxP Compliant SAP Workloads on AWSCapgemini
 
The ArchiMate Language for Enterprise and Solution Architecture
The ArchiMate Language for Enterprise and Solution ArchitectureThe ArchiMate Language for Enterprise and Solution Architecture
The ArchiMate Language for Enterprise and Solution ArchitectureIver Band
 
Intercloud Systems: Global Online CEO Conference
Intercloud Systems: Global Online CEO ConferenceIntercloud Systems: Global Online CEO Conference
Intercloud Systems: Global Online CEO ConferenceRedChip Companies, Inc.
 
Asset Information Management (AIM) Presentation @ ARC's 2011 Industry Forum
Asset Information Management (AIM) Presentation @ ARC's 2011 Industry ForumAsset Information Management (AIM) Presentation @ ARC's 2011 Industry Forum
Asset Information Management (AIM) Presentation @ ARC's 2011 Industry ForumARC Advisory Group
 
Developing an Aviation Reference Architecture
Developing an Aviation Reference ArchitectureDeveloping an Aviation Reference Architecture
Developing an Aviation Reference ArchitectureCapgemini
 
alfabet A.G./Whitepaper Planning It
alfabet A.G./Whitepaper Planning Italfabet A.G./Whitepaper Planning It
alfabet A.G./Whitepaper Planning Italfabet A.G.
 
Migrating to the cloud
Migrating to the cloudMigrating to the cloud
Migrating to the cloudIdeaca
 

Tendances (20)

Ebook estrategia cloud para Gobierno
Ebook estrategia cloud para GobiernoEbook estrategia cloud para Gobierno
Ebook estrategia cloud para Gobierno
 
Bhadale group of companies cloud service catalogue
Bhadale group of companies cloud service catalogueBhadale group of companies cloud service catalogue
Bhadale group of companies cloud service catalogue
 
Capgemini Cloud Assessment - A Pathway to Enterprise Cloud Migration
Capgemini Cloud Assessment - A Pathway to Enterprise Cloud MigrationCapgemini Cloud Assessment - A Pathway to Enterprise Cloud Migration
Capgemini Cloud Assessment - A Pathway to Enterprise Cloud Migration
 
Cloud assessment approach
Cloud assessment approachCloud assessment approach
Cloud assessment approach
 
What Can We Do With The ArchiMate Language?
What Can We Do With The ArchiMate Language?What Can We Do With The ArchiMate Language?
What Can We Do With The ArchiMate Language?
 
Pentaho Partner Program Info
Pentaho Partner Program InfoPentaho Partner Program Info
Pentaho Partner Program Info
 
Modeling Big Data with the ArchiMate 3.0 Language
Modeling Big Data with the ArchiMate 3.0 LanguageModeling Big Data with the ArchiMate 3.0 Language
Modeling Big Data with the ArchiMate 3.0 Language
 
Effective Strategy Execution with Capability-Based Planning, Enterprise Arch...
Effective Strategy Execution with Capability-Based Planning, Enterprise Arch...Effective Strategy Execution with Capability-Based Planning, Enterprise Arch...
Effective Strategy Execution with Capability-Based Planning, Enterprise Arch...
 
Business and IT Management with ARIS and Alfabet - Joerg Klueckmann & Conrad ...
Business and IT Managementwith ARIS and Alfabet - Joerg Klueckmann & Conrad ...Business and IT Managementwith ARIS and Alfabet - Joerg Klueckmann & Conrad ...
Business and IT Management with ARIS and Alfabet - Joerg Klueckmann & Conrad ...
 
Isv cloud business readiness assessment
Isv cloud business readiness assessmentIsv cloud business readiness assessment
Isv cloud business readiness assessment
 
Bhadale group of companies projects portfolio
Bhadale group of companies  projects portfolioBhadale group of companies  projects portfolio
Bhadale group of companies projects portfolio
 
Running GxP Compliant SAP Workloads on AWS
Running GxP Compliant SAP Workloads on AWSRunning GxP Compliant SAP Workloads on AWS
Running GxP Compliant SAP Workloads on AWS
 
The ArchiMate Language for Enterprise and Solution Architecture
The ArchiMate Language for Enterprise and Solution ArchitectureThe ArchiMate Language for Enterprise and Solution Architecture
The ArchiMate Language for Enterprise and Solution Architecture
 
SUBRA0114E
SUBRA0114ESUBRA0114E
SUBRA0114E
 
Intercloud Systems: Global Online CEO Conference
Intercloud Systems: Global Online CEO ConferenceIntercloud Systems: Global Online CEO Conference
Intercloud Systems: Global Online CEO Conference
 
Asset Information Management (AIM) Presentation @ ARC's 2011 Industry Forum
Asset Information Management (AIM) Presentation @ ARC's 2011 Industry ForumAsset Information Management (AIM) Presentation @ ARC's 2011 Industry Forum
Asset Information Management (AIM) Presentation @ ARC's 2011 Industry Forum
 
Artist essoc 2013_12092013
Artist essoc 2013_12092013Artist essoc 2013_12092013
Artist essoc 2013_12092013
 
Developing an Aviation Reference Architecture
Developing an Aviation Reference ArchitectureDeveloping an Aviation Reference Architecture
Developing an Aviation Reference Architecture
 
alfabet A.G./Whitepaper Planning It
alfabet A.G./Whitepaper Planning Italfabet A.G./Whitepaper Planning It
alfabet A.G./Whitepaper Planning It
 
Migrating to the cloud
Migrating to the cloudMigrating to the cloud
Migrating to the cloud
 

Similaire à Collecting and analyzing data for valuable decision making in a service oriented business scenario

What Is Software As A Service Saa S
What Is Software As A Service Saa SWhat Is Software As A Service Saa S
What Is Software As A Service Saa SScioSales
 
CWIN17 India / Industrialization - ad center -virtual-session rajashree das
CWIN17 India / Industrialization - ad center -virtual-session  rajashree dasCWIN17 India / Industrialization - ad center -virtual-session  rajashree das
CWIN17 India / Industrialization - ad center -virtual-session rajashree dasCapgemini
 
BrownResearch_CV
BrownResearch_CVBrownResearch_CV
BrownResearch_CVAbby Brown
 
From Components To Services
From Components To ServicesFrom Components To Services
From Components To ServicesJames Phillips
 
GHC 2019 Abstract - Building a Service Delivery Infrastructure
GHC 2019 Abstract - Building a Service Delivery InfrastructureGHC 2019 Abstract - Building a Service Delivery Infrastructure
GHC 2019 Abstract - Building a Service Delivery InfrastructurePaulaPaulSlides
 
IRJET - Application Development Approach to Transform Traditional Web Applica...
IRJET - Application Development Approach to Transform Traditional Web Applica...IRJET - Application Development Approach to Transform Traditional Web Applica...
IRJET - Application Development Approach to Transform Traditional Web Applica...IRJET Journal
 
SRE (service reliability engineer) on big DevOps platform running on the clou...
SRE (service reliability engineer) on big DevOps platform running on the clou...SRE (service reliability engineer) on big DevOps platform running on the clou...
SRE (service reliability engineer) on big DevOps platform running on the clou...DevClub_lv
 
Adopting the open group cloud eco system reference model
Adopting the open group cloud eco system reference modelAdopting the open group cloud eco system reference model
Adopting the open group cloud eco system reference modelKrishna-Kumar
 
Ws Soa V6 Theory And Practice
Ws Soa V6 Theory And PracticeWs Soa V6 Theory And Practice
Ws Soa V6 Theory And PracticePini Cohen
 
Ankur yadav - resume
Ankur yadav - resumeAnkur yadav - resume
Ankur yadav - resumeAnkur Yadav
 
The Architecture Of Software Defined Radios Essay
The Architecture Of Software Defined Radios EssayThe Architecture Of Software Defined Radios Essay
The Architecture Of Software Defined Radios EssayDivya Watson
 
Service Analysis And Design
Service Analysis And DesignService Analysis And Design
Service Analysis And DesignRody Middelkoop
 
Welcome to International Journal of Engineering Research and Development (IJERD)
Welcome to International Journal of Engineering Research and Development (IJERD)Welcome to International Journal of Engineering Research and Development (IJERD)
Welcome to International Journal of Engineering Research and Development (IJERD)IJERD Editor
 

Similaire à Collecting and analyzing data for valuable decision making in a service oriented business scenario (20)

Services oriented architecture
Services oriented architectureServices oriented architecture
Services oriented architecture
 
Saibm
SaibmSaibm
Saibm
 
Are you ready for the transformation
Are you ready for the transformationAre you ready for the transformation
Are you ready for the transformation
 
What Is Software As A Service Saa S
What Is Software As A Service Saa SWhat Is Software As A Service Saa S
What Is Software As A Service Saa S
 
CWIN17 India / Industrialization - ad center -virtual-session rajashree das
CWIN17 India / Industrialization - ad center -virtual-session  rajashree dasCWIN17 India / Industrialization - ad center -virtual-session  rajashree das
CWIN17 India / Industrialization - ad center -virtual-session rajashree das
 
Overview of SaaS
Overview of SaaSOverview of SaaS
Overview of SaaS
 
Ibt Soa Babson Talk V8
Ibt Soa Babson Talk V8Ibt Soa Babson Talk V8
Ibt Soa Babson Talk V8
 
BrownResearch_CV
BrownResearch_CVBrownResearch_CV
BrownResearch_CV
 
Business Intelligenze Corporate
Business Intelligenze CorporateBusiness Intelligenze Corporate
Business Intelligenze Corporate
 
From Components To Services
From Components To ServicesFrom Components To Services
From Components To Services
 
GHC 2019 Abstract - Building a Service Delivery Infrastructure
GHC 2019 Abstract - Building a Service Delivery InfrastructureGHC 2019 Abstract - Building a Service Delivery Infrastructure
GHC 2019 Abstract - Building a Service Delivery Infrastructure
 
IRJET - Application Development Approach to Transform Traditional Web Applica...
IRJET - Application Development Approach to Transform Traditional Web Applica...IRJET - Application Development Approach to Transform Traditional Web Applica...
IRJET - Application Development Approach to Transform Traditional Web Applica...
 
SRE (service reliability engineer) on big DevOps platform running on the clou...
SRE (service reliability engineer) on big DevOps platform running on the clou...SRE (service reliability engineer) on big DevOps platform running on the clou...
SRE (service reliability engineer) on big DevOps platform running on the clou...
 
Adopting the open group cloud eco system reference model
Adopting the open group cloud eco system reference modelAdopting the open group cloud eco system reference model
Adopting the open group cloud eco system reference model
 
Ws Soa V6 Theory And Practice
Ws Soa V6 Theory And PracticeWs Soa V6 Theory And Practice
Ws Soa V6 Theory And Practice
 
Ankur yadav - resume
Ankur yadav - resumeAnkur yadav - resume
Ankur yadav - resume
 
The Architecture Of Software Defined Radios Essay
The Architecture Of Software Defined Radios EssayThe Architecture Of Software Defined Radios Essay
The Architecture Of Software Defined Radios Essay
 
Service Analysis And Design
Service Analysis And DesignService Analysis And Design
Service Analysis And Design
 
Welcome to International Journal of Engineering Research and Development (IJERD)
Welcome to International Journal of Engineering Research and Development (IJERD)Welcome to International Journal of Engineering Research and Development (IJERD)
Welcome to International Journal of Engineering Research and Development (IJERD)
 
EA and SOA
EA and SOAEA and SOA
EA and SOA
 

Plus de SpagoWorld

[SFScon'17] More than a decade with free open source software
[SFScon'17] More than a decade with free open source software[SFScon'17] More than a decade with free open source software
[SFScon'17] More than a decade with free open source softwareSpagoWorld
 
EclipseDay Milano 2017 - How to make Data Science appealing with open source ...
EclipseDay Milano 2017 - How to make Data Science appealing with open source ...EclipseDay Milano 2017 - How to make Data Science appealing with open source ...
EclipseDay Milano 2017 - How to make Data Science appealing with open source ...SpagoWorld
 
Parametric report slide support
Parametric report slide supportParametric report slide support
Parametric report slide supportSpagoWorld
 
My First Report slide support
My First Report slide supportMy First Report slide support
My First Report slide supportSpagoWorld
 
My First Worksheet slide support
My First Worksheet slide supportMy First Worksheet slide support
My First Worksheet slide supportSpagoWorld
 
Starting with SpagoBI Slide Support
Starting with SpagoBI Slide SupportStarting with SpagoBI Slide Support
Starting with SpagoBI Slide SupportSpagoWorld
 
SpagoBI Suite Slide Support
SpagoBI Suite Slide SupportSpagoBI Suite Slide Support
SpagoBI Suite Slide SupportSpagoWorld
 
Architectural Evolution Starting from Hadoop
Architectural Evolution Starting from HadoopArchitectural Evolution Starting from Hadoop
Architectural Evolution Starting from HadoopSpagoWorld
 
Openness as the Engine for Digital Innovation
Openness as the Engine for Digital InnovationOpenness as the Engine for Digital Innovation
Openness as the Engine for Digital InnovationSpagoWorld
 
HUG Italy meet-up with Fabian Wilckens, MapR EMEA Solutions Architect
HUG Italy meet-up with Fabian Wilckens, MapR EMEA Solutions ArchitectHUG Italy meet-up with Fabian Wilckens, MapR EMEA Solutions Architect
HUG Italy meet-up with Fabian Wilckens, MapR EMEA Solutions ArchitectSpagoWorld
 
HUG Italy meet-up with Tugdual Grall, MapR Technical Evangelist
HUG Italy meet-up with Tugdual Grall, MapR Technical EvangelistHUG Italy meet-up with Tugdual Grall, MapR Technical Evangelist
HUG Italy meet-up with Tugdual Grall, MapR Technical EvangelistSpagoWorld
 
Data Mining with SpagoBI suite
Data Mining with SpagoBI suiteData Mining with SpagoBI suite
Data Mining with SpagoBI suiteSpagoWorld
 
Webinar: SpagoBI 5 - Self-build your interactive cockpits, get instant insigh...
Webinar: SpagoBI 5 - Self-build your interactive cockpits, get instant insigh...Webinar: SpagoBI 5 - Self-build your interactive cockpits, get instant insigh...
Webinar: SpagoBI 5 - Self-build your interactive cockpits, get instant insigh...SpagoWorld
 
Webinar - SpagoBI 5 and what-if analytics: is your business strategy effective?
Webinar - SpagoBI 5 and what-if analytics: is your business strategy effective?Webinar - SpagoBI 5 and what-if analytics: is your business strategy effective?
Webinar - SpagoBI 5 and what-if analytics: is your business strategy effective?SpagoWorld
 
Webinar - SpagoBI 5: here comes the Social Network analysis
Webinar - SpagoBI 5: here comes the Social Network analysis Webinar - SpagoBI 5: here comes the Social Network analysis
Webinar - SpagoBI 5: here comes the Social Network analysis SpagoWorld
 
Webinar - What's new with SpagoBI 5: presentation and demo
Webinar - What's new with SpagoBI 5: presentation and demoWebinar - What's new with SpagoBI 5: presentation and demo
Webinar - What's new with SpagoBI 5: presentation and demoSpagoWorld
 
SpagoBI 5 Demo Day and Workshop : Business Applications and Uses
SpagoBI 5 Demo Day and Workshop : Business Applications and UsesSpagoBI 5 Demo Day and Workshop : Business Applications and Uses
SpagoBI 5 Demo Day and Workshop : Business Applications and UsesSpagoWorld
 
SpagoBI 5 Demo Day and Workshop : Technology Applications and Uses
SpagoBI 5 Demo Day and Workshop : Technology Applications and UsesSpagoBI 5 Demo Day and Workshop : Technology Applications and Uses
SpagoBI 5 Demo Day and Workshop : Technology Applications and UsesSpagoWorld
 
Engineering and OW2 Big Data Initiative: an open approach to the data-driven ...
Engineering and OW2 Big Data Initiative: an open approach to the data-driven ...Engineering and OW2 Big Data Initiative: an open approach to the data-driven ...
Engineering and OW2 Big Data Initiative: an open approach to the data-driven ...SpagoWorld
 
OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...
OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...
OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...SpagoWorld
 

Plus de SpagoWorld (20)

[SFScon'17] More than a decade with free open source software
[SFScon'17] More than a decade with free open source software[SFScon'17] More than a decade with free open source software
[SFScon'17] More than a decade with free open source software
 
EclipseDay Milano 2017 - How to make Data Science appealing with open source ...
EclipseDay Milano 2017 - How to make Data Science appealing with open source ...EclipseDay Milano 2017 - How to make Data Science appealing with open source ...
EclipseDay Milano 2017 - How to make Data Science appealing with open source ...
 
Parametric report slide support
Parametric report slide supportParametric report slide support
Parametric report slide support
 
My First Report slide support
My First Report slide supportMy First Report slide support
My First Report slide support
 
My First Worksheet slide support
My First Worksheet slide supportMy First Worksheet slide support
My First Worksheet slide support
 
Starting with SpagoBI Slide Support
Starting with SpagoBI Slide SupportStarting with SpagoBI Slide Support
Starting with SpagoBI Slide Support
 
SpagoBI Suite Slide Support
SpagoBI Suite Slide SupportSpagoBI Suite Slide Support
SpagoBI Suite Slide Support
 
Architectural Evolution Starting from Hadoop
Architectural Evolution Starting from HadoopArchitectural Evolution Starting from Hadoop
Architectural Evolution Starting from Hadoop
 
Openness as the Engine for Digital Innovation
Openness as the Engine for Digital InnovationOpenness as the Engine for Digital Innovation
Openness as the Engine for Digital Innovation
 
HUG Italy meet-up with Fabian Wilckens, MapR EMEA Solutions Architect
HUG Italy meet-up with Fabian Wilckens, MapR EMEA Solutions ArchitectHUG Italy meet-up with Fabian Wilckens, MapR EMEA Solutions Architect
HUG Italy meet-up with Fabian Wilckens, MapR EMEA Solutions Architect
 
HUG Italy meet-up with Tugdual Grall, MapR Technical Evangelist
HUG Italy meet-up with Tugdual Grall, MapR Technical EvangelistHUG Italy meet-up with Tugdual Grall, MapR Technical Evangelist
HUG Italy meet-up with Tugdual Grall, MapR Technical Evangelist
 
Data Mining with SpagoBI suite
Data Mining with SpagoBI suiteData Mining with SpagoBI suite
Data Mining with SpagoBI suite
 
Webinar: SpagoBI 5 - Self-build your interactive cockpits, get instant insigh...
Webinar: SpagoBI 5 - Self-build your interactive cockpits, get instant insigh...Webinar: SpagoBI 5 - Self-build your interactive cockpits, get instant insigh...
Webinar: SpagoBI 5 - Self-build your interactive cockpits, get instant insigh...
 
Webinar - SpagoBI 5 and what-if analytics: is your business strategy effective?
Webinar - SpagoBI 5 and what-if analytics: is your business strategy effective?Webinar - SpagoBI 5 and what-if analytics: is your business strategy effective?
Webinar - SpagoBI 5 and what-if analytics: is your business strategy effective?
 
Webinar - SpagoBI 5: here comes the Social Network analysis
Webinar - SpagoBI 5: here comes the Social Network analysis Webinar - SpagoBI 5: here comes the Social Network analysis
Webinar - SpagoBI 5: here comes the Social Network analysis
 
Webinar - What's new with SpagoBI 5: presentation and demo
Webinar - What's new with SpagoBI 5: presentation and demoWebinar - What's new with SpagoBI 5: presentation and demo
Webinar - What's new with SpagoBI 5: presentation and demo
 
SpagoBI 5 Demo Day and Workshop : Business Applications and Uses
SpagoBI 5 Demo Day and Workshop : Business Applications and UsesSpagoBI 5 Demo Day and Workshop : Business Applications and Uses
SpagoBI 5 Demo Day and Workshop : Business Applications and Uses
 
SpagoBI 5 Demo Day and Workshop : Technology Applications and Uses
SpagoBI 5 Demo Day and Workshop : Technology Applications and UsesSpagoBI 5 Demo Day and Workshop : Technology Applications and Uses
SpagoBI 5 Demo Day and Workshop : Technology Applications and Uses
 
Engineering and OW2 Big Data Initiative: an open approach to the data-driven ...
Engineering and OW2 Big Data Initiative: an open approach to the data-driven ...Engineering and OW2 Big Data Initiative: an open approach to the data-driven ...
Engineering and OW2 Big Data Initiative: an open approach to the data-driven ...
 
OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...
OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...
OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...
 

Dernier

The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxLoriGlavin3
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity PlanDatabarracks
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfLoriGlavin3
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxLoriGlavin3
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
unit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxunit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxBkGupta21
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxNavinnSomaal
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxLoriGlavin3
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 

Dernier (20)

The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity Plan
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdf
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
unit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxunit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptx
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptx
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 

Collecting and analyzing data for valuable decision making in a service oriented business scenario

  • 1. Collecting and analyzing data for valuable decision making in a service oriented business scenario Stefano SCAMUZZO ENGINEERING Group (www.eng.it) Technical, Innovation & Research Division Architectures & Consulting SPAGOWORLD, Executive Board (www.spagoworld.org) SPAGOBI, Ecosystem Manager (www.spagobi.com)
  • 2. Engineering Group Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 3. Everyone needs services Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 4. But … what is a service ? The Core concept in aaService Oriented model is the concept of Service which is subject to The Core concept in Service Oriented model is the concept of Service which is subject to interpretations that make its meaning quite ambiguous interpretations that make its meaning quite ambiguous Different points of view are possible: Different points of view are possible: The Business Analyst point of view: aaservice is aafunctionality, part of aaBusiness The Business Analyst point of view: service is functionality, part of Business Process Process The Designer point of view: aaservice is aasoftware module with aaprecise functional The Designer point of view: service is software module with precise functional identity that can be invoked through aawell defined and documented public interface identity that can be invoked through well defined and documented public interface We prefer to talk in terms of processes and components We prefer to talk in terms of processes and components The Business Analyst analyzes the processes so as to detect the functional The Business Analyst analyzes the processes so as to detect the functional components he needs to build the process components he needs to build the process The Designer translates the identified components into “services” The Designer translates the identified components into “services” Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 5. What methodology to use ? Bottom-up Top-down Leverage the existing applications and start building services as an assembly of existing components Start from business models to identify a complete plan of the services to be built, then iterate on their design and implementation benefits: time reduction risks: the developed services have a shorter lifecycle and demand frequent maintenance and refactoring benefits: tidy and complete architecture risks: huge initial investment for analysis an identification of the services plan Meet-in-the-Middle (Agile Delivery): Gradual definition of the services plan and parallel implementation of highest priority services. When the service plan has sufficiently progressed, services can be revised to make them compliant with the plan. The goal: to balance the need for a tidy design with the demands of a rapid development and time to market. Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 6. Synthesis of the methodology Enterprise Enterprise Business Models Business Models Definition Definition Technological Technological Architecture Architecture Definition Definition Service-Oriented Service-Oriented Analysis Analysis Service Plan Service Plan Definition Definition Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 7. The Universal approach Universal Middleware Integration Processes Integration ESB IT & Business goals Cooperation Connectors Orchestration Collaboration BPM eForm Lifecycle Business Rules SOA Application PDF management (Web – Mobile) Governance Innovation / reuse (FI – mobile) Management & Intelligence Adaptable Middleware Services Design & develop. Tools IDE Process & services management Business Activity monitor Core components (service bundles) for the integration and management of services; for the Core components (service bundles) for the integration and management of services; for the definition of business rules and the realization of application modules in SOA architectures. definition of business rules and the realization of application modules in SOA architectures. By parameterizing each component, the solution gains aaconsiderable modularity, allowing By parameterizing each component, the solution gains considerable modularity, allowing to meet even the most complex requirements. to meet even the most complex requirements. Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 8. Case history: a University Defining the architectural framework to support new projects following aacollaborative Defining the architectural framework to support new projects following collaborative development model based on modular software components that interact using consistent, development model based on modular software components that interact using consistent, shared and integrated information. shared and integrated information. The development of aaservice is split into phases: initial integration of the existing systems The development of service is split into phases: initial integration of the existing systems followed by aare-engineering process followed by re-engineering process Requirements ? Where is the information ? New components ? Reuse ? Deploying components on infrastructure nodes Standards Connectors ARIS -> BPMN Application services Infrastructural services Monitoring & Management New Platform Unified Information Methodology Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 9. Case history: a University Explicitly expressed Explicitly expressed No application silos Workflow No application silos Workflow Interoperability Document Management Interoperability Document Management Scalability Unified data model Scalability Unified data model Flexibility SSO & Security/Profiling Flexibility SSO & Security/Profiling Standardization Governance Standardization Governance Proposed Iterative development - initial integration of existing applications ARIS processes modeled by the Customer Low organizational impact Performance Scalability (SLA) Availability Knowledge gain Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 10. Case history: a University Functional areas Processes & services Unified data model Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 11. Case history: a University Reusing Jar Library Jar Library R Develop new component Transformation New Requirement OSGi Bundles Implements Spagic Interface Spagic Bundles Config Publishing rules Deploy Supported by Eclipse Visual Tools Spagic Service Manager... Spagic MetaDB Registration Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 12. Case history: a University G o v e r n a APPLICATION n GOVERNANCE c e PROJECT MANAGEMENT Services and Contract Manager GOVERNANCE SERVICES KNOWLEDGE MANAGEMENT SERVICES GOVERNANCE SECURITY GOVERNANCE INFRASTRUCTURE GOVERNANCE Analysis and Development Team Users Services/Applications Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved. Operations
  • 13. Governance requires BI / BAM Real time monitor for processes, services and relevant information Error management and process restart Events generated by systems monitor Support to decision making MetaDB (real time) Data Warehouse Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 14. Business Activity Monitoring BAM systems detect events and make them meaningful to business users Data Source(s) Console & Dashboards Data EVENT VISUALIZATION Alarms & Notifications Complex Event Processing (CEP) Events EVENT DETECTION EVENT NOTIFICATION RT & Historical Analysis DWH STORAGE Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved. BUSINESS USERS
  • 15. Case History: BAM Web-based authenticated access Data Sources: SAP, CRM, backoffice, technical Real Time Console & Dashboards BPM System (TIBCO) Other SpagoBI Engines REAL TIME HISTORICAL ANALYSIS Event Manager DB (events) Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 16. Case History: BAM Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 17. Case History: BAM Alarms for critical situations (bottleneck, SLA) Overview and detail Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 18. Data as a service Structured Data Transactional Time phased data Unstructured Data Text, Social User feedbacks VOLUME VELOCITY VARIABILITY Sensor Data RFID, GPS QR codes New data types Video, voice Images VVVV… Big Data Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 19. Data as a service Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 20. (Big) Data as a service Infrastructure On Site IaaS Data Management Capture Clean Load Store ETL View and Analyze Exploration, navigation, presentation Text analysis Text mining BI Application Cloud SaaS SERVICES Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 21. Big Data Application fields Brand Reputation Sentiment analysis Social listening Social CRM Complaint Analysis Competitive intelligence Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 22. Big Data Scenarios Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 23. Big Data approach Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 24. Open Data Out-of-date Inhomogeneous Multi-format Different detail levels Dispersed Growing Public and private sectors Structured Measurable quality It’s the momentum … Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 25. Open data: case history Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 26. Open data: case history Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 27. Open data: case history Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 28. Open data: case history Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 29. Open data: case history USAGE SCENARIOS in Ser vices. . . ...t o help companies per f or m mar ket r esear ches in Trade. . . ...t o analyse demands and emer ging t r ends in Tur ism. . . ...t o compar e exist ing r ange wit h available of f icial st at ist ics Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 30. How open source helps Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 31. New skills requires Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
  • 32. Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.