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SAS VIYA
Sergio UassoufLíder de Práctica de
Gestión de Información e Infraestructura
SAS FORUM ARGENTINA 2016
¿PARA QUÉ SIRVE? ¿QUÉ ES? ¿COMO TRABAJA?
Company Confidential - For Internal Use Only
Copyright © 2012, SAS Insti tute Inc. Al l r ights reserved.
VACUNA CONTRA EL HUMONO SE DEJE
ENGAÑAR
Explíqueme para qué sirve... de modo que yo lo entienda
Explíqueme como funciona... de modo que yo lo entienda
Company Confidential - For Internal Use Only
Copyright © 2012, SAS Insti tute Inc. Al l r ights reserved.
RECORDEMOS QUÉ HACEMOSSAS
HERRAMIENTAS
SAS Base / Stat
SAS Data Integration
SAS VisualAnalytics/Statistics
SAS Enterprise Miner
Company Confidential - For Internal Use Only
Copyright © 2012, SAS Insti tute Inc. Al l r ights reserved.
RECORDEMOS QUÉ HACEMOSSAS
• Integración
• Calidad
PREPARACION DE DATOS
• Reglas
• Modelos
ANALITICA DE NEGOCIOS • Interpretación de
Resultados
• Diversas Modalidades
REPORTING
ABARCANDO EN FORMA INTEGRAL TODAS LAS ETAPAS
• Integración
• Calidad
PREPARACION DE DATOS
• Reglas
• Modelos
ANALITICA DE NEGOCIOS • Interpretación de
Resultados
• Diversas Modalidades
REPORTING
Company Confidential - For Internal Use Only
Copyright © 2012, SAS Insti tute Inc. Al l r ights reserved.
RECORDEMOS QUE HACEMOSSAS
HERRAMIENTAS
SOLUCIONES
SAS Base / Stat
SAS Data Integration
SAS VisualAnalytics/Statistics
SAS Anti-Money Laundering
SAS Marketing Automation
SAS Credit Scoring Banking
SAS Enterprise Miner
9.4 / 13.2
4.9
7.3
14.1
7.1
6.5
5.4
M1
M2
Company Confidential - For Internal Use Only
Copyright © 2012, SAS Insti tute Inc. Al l r ights reserved.
TODO BASADO EN LA PLATAFORMA SASSAS
HERRAMIENTAS
SOLUCIONES
SAS Base / Stat
SAS Data Integration
SAS VisualAnalytics/Statistics
SAS Anti-Money Laundering
SAS Marketing Automation
SAS Credit Scoring Banking
SAS Enterprise Miner
9.4 / 13.2
4.9
7.3
14.1
7.1
6.5
5.4
SASIntelligence
Platform
9.4 M3
Company Confidential - For Internal Use Only
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HISTORIA RECIENTESAS
Company Confidential - For Internal Use Only
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ARQUITECTURA MULTI-VENDOR
REQUERIMIENTOS DEL MERCADOSAS 9
MVS Windows
AIXHP-UX
Solaris
SunOS Linux
Tru64
IRIXOS/2
Company Confidential - For Internal Use Only
Copyright © 2012, SAS Insti tute Inc. Al l r ights reserved.
ARQUITECTURA MULTI-VENDOR
¿COMO LO HICIMOS?SAS 9
Hadoop Cluster
Data Data
Threaded Kernel
(TK)
Embedded
Process
LASR
Server
Hadoop Cluster
Data Data
Threaded Kernel
(TK)
Embedded
Process
LASR
Server
Hadoop Cluster
Data Data
Threaded Kernel
(TK)
Embedded
Process
LASR
Server
Hadoop Cluster
Data Data
Threaded Kernel
(TK)
Embedded
Process
LASR
Server
SERVERSCLIENTES
MID-TIER
WEB APPLS
Company Confidential - For Internal Use Only
Copyright © 2012, SAS Insti tute Inc. Al l r ights reserved.
NUEVOS REQUERIMIENTOS DEL MERCADOSAS
On-premise, cloud privada, cloud pública. Dinámicamente extensible (y reducible).
Con monitoreo detallado de utilización de recursos (para poder
implementar su comercialización en modalidades cloud).
Auto-servicio de funcionalidad. Alta facilidad de instalación.
Motor analítico in-memory de alta disponibilidad, con
algoritmos analíticos complejos, de ejecución tradicional o
masivamente paralela (Big Data).
Interfaz unificada para todas las herramientas y soluciones.
Funcionalidad utilizable desde lenguajes open-source.
Company Confidential - For Internal Use Only
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ENTONCES... ¿QUÉ ES LO QUE VIENE?SAS
PLATAFORMA SAS
TOTALMENTE NUEVA
HERRAMIENTAS SAS
TOTALMENTE
RENOVADAS
SOLUCIONES SAS
TOTALMENTE
RENOVADAS
QUE TENDRÁ UNA LARGA COEXISTENCIA
(ESTIMADO 4 AÑOS) CON SAS 9.4
CON LA QUE
DESARROLLAMOS
Company Confidential - For Internal Use Only
Copyright © 2012, SAS Insti tute Inc. Al l r ights reserved.
ENTONCES... ¿QUÉ ES LO QUE VIENE?SAS
Si la versión anterior de la plataforma
se llamó SAS 8...
Si la versión actual de la plataforma
se llama SAS 9...
La versión nueva de la plataforma
se llama ......
Company Confidential - For Internal Use Only
Copyright © 2012, SAS Insti tute Inc. Al l r ights reserved.
ENTONCES... ¿QUÉ ES LO QUE VIENE?SAS
SAS 10
Que es cool pronunciarlo sas vaiæ
Que no se pronuncia sas visha
Y lo diremos sas vaia
Que viene de sas via
Company Confidential - For Internal Use Only
Copyright © 2012, SAS Insti tute Inc. Al l r ights reserved.
NUEVA ARQUITECTURA - ¿QUE BENEFICIOS LE DA? SAS VIYA
• REST APIs pública
• Soporte nativo de
Python/Java/Lua
Auto-servicio de
funcionalidad
Algoritmos
innovadores
• Interfaz única para todas
las aplicaciones
• Impl. del ciclo de vida
analítico
• Facilidad de
administración
Escalabilidad
simple y elástica
Arquitectura
muy flexible
Company Confidential - For Internal Use Only
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PROCESAMIENTO "IN-MEMORY"DIGRESION
Company Confidential - For Internal Use Only
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NUEVA ARQUITECTURA - ¿COMO LO HACEMOS?SAS VIYA
Pa
ralle
l &
Se
ria
l, P
ub
/ S
ub
,
Web S
erv
ices, M
Qs
Source-basedEngines
Microservices
UAA
Query
Gen
Folders
CAS
Mgmt
Data
Source
Mgmt
Analytics
GUIs
etc.…
BI
GUIs
Env
Mgr
Model
Mgmt
Log
Audit
UAAUAA
Data
Mgmt
GUIs
In-Memory Engine
In-Cloud
In-Database
In-Hadoop
In-Stream
Solutions
APIs
Infrastructures
Platforms
Analytics
Data ManagementFraud and Security Intelligence
Business VisualizationRisk Management
!
Customer Intelligence
Cloud Analytics Services (CAS)
Company Confidential - For Internal Use Only
Copyright © 2012, SAS Insti tute Inc. Al l r ights reserved.
CLOUD ANALYTICS SERVICESSAS VIYA
Pa
ralle
l &
Se
ria
l, P
ub
/ S
ub
,
Web S
erv
ices, M
Qs
Source-basedEngines
Microservices
UAA
Query
Gen
Folders
CAS
Mgmt
Data
Source
Mgmt
Analytics
GUIs
etc.…
BI
GUIs
Env
Mgr
Model
Mgmt
Log
Audit
UAAUAA
Data
Mgmt
GUIs
In-Memory Engine
In-Cloud
In-Database
In-Hadoop
In-Stream
Solutions
APIs
Infrastructures
Platforms
Analytics
Data ManagementFraud and Security Intelligence
Business VisualizationRisk Management
!
Customer Intelligence
Cloud Analytics Services (CAS)
Company Confidential - For Internal Use Only
Copyright © 2012, SAS Insti tute Inc. Al l r ights reserved.
General Programming / Data Manipulation and Visualization
APPEND
CONTENTS
COPY
DATASETS
DELETE
EXPORT
FORMAT
HTTP
IMPORT
JAVAINFO
Append data sets
Show data sets contents
Copy data sets
Copy, delete, list and append
data sets
Delete data sets
Export data sets
Format variables
Issue HTTP requests
Import data sets
JAVA diagnostic information
OPTIONS
PRINTTO
PRODUCT_
STATUS
PWENCODE
SORT
SQL
STATISTICAL
GRAPHICS
TRANSPOSE
List SAS options
Print data sets
Print data sets to location
Status of SAS products
Encode passwords
Sort data sets
SQL commands
Powerful library of graphical
procedures
Transpose data sets
CLOUD ANALYTICS SERVICESSAS VIYA
Company Confidential - For Internal Use Only
Copyright © 2012, SAS Insti tute Inc. Al l r ights reserved.
SAS Viya Statistics SAS Viya Data Mining and Machine Learning
GENSELECT
KCLUS
LOGSELECT
NLMOD
PCA
REGSELECT
TREESPLIT
Generalized linear models
Kmeans and Kmodes clustering
Logistic regression models
Nonlinear regression models
Principle component analysis
Ordinary least squares models
Decision tree models
FACTMAC
FOREST
GRADBOOST
NNET
SVMACHINE
TEXTMINE
TMSCORE
Factorization machine models
Random forest models
Gradient boosting models
Neural network models
Support vector machine models
Text mining
Scoring of new text documents
Common Analytical Procedures
ASSESS
BINNING
CARDINALITY
PARTITION
VARIMPUTE
VARREDUCE
Assess Supervised Models
Variable binning
Variable cardinality analysis
Sampling and partitioning
Missing value imputation
Variable selection
CLOUD ANALYTICS SERVICESSAS VIYA
Company Confidential - For Internal Use Only
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ARQUITECTURA DE MICROSERVICIOSSAS VIYA
Pa
ralle
l &
Se
ria
l, P
ub
/ S
ub
,
Web S
erv
ices, M
Qs
Source-basedEngines
Microservices
UAA
Query
Gen
Folders
CAS
Mgmt
Data
Source
Mgmt
Analytics
GUIs
etc.…
BI
GUIs
Env
Mgr
Model
Mgmt
Log
Audit
UAAUAA
Data
Mgmt
GUIs
In-Memory Engine
In-Cloud
In-Database
In-Hadoop
In-Stream
Solutions
APIs
Infrastructures
Platforms
Analytics
Data ManagementFraud and Security Intelligence
Business VisualizationRisk Management
!
Customer Intelligence
Cloud Analytics Services (CAS)
Company Confidential - For Internal Use Only
Copyright © 2012, SAS Insti tute Inc. Al l r ights reserved.
ARQUITECTURA DE MICROSERVICIOSSAS VIYA
300+ microservicios
Cada servicio ejecuta en su
propio contenedor ultraliviano
Cada servicio puede ser
actualizado sin afectar a los
demás servicios
Cada servicio escala en
forma independiente
Los servicios se comunican via
interfaz REST
MONOLITICA MICROSERVICIOS
Company Confidential - For Internal Use Only
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ARQUITECTURA DE MICROSERVICIOS
ANALOGIAS MÁS POPULARESSAS VIYA
MONOLÍTICA MICROSERVICIOS MONOLÍTICA MICROSERVICIOS
Company Confidential - For Internal Use Only
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CLOUD ANALYTICS SERVICE +
CONJUNTO DE MICROSERVICIOSSAS VIYA
Pa
ralle
l &
Se
ria
l, P
ub
/ S
ub
,
Web S
erv
ices, M
Qs
Source-basedEngines
Microservices
UAA
Query
Gen
Folders
CAS
Mgmt
Data
Source
Mgmt
Analytics
GUIs
etc.…
BI
GUIs
Env
Mgr
Model
Mgmt
Log
Audit
UAAUAA
Data
Mgmt
GUIs
In-Memory Engine
In-Cloud
In-Database
In-Hadoop
In-Stream
Solutions
APIs
Infrastructures
Platforms
Analytics
Data ManagementFraud and Security Intelligence
Business VisualizationRisk Management
!
Customer Intelligence
Cloud Analytics Services (CAS)
Company Confidential - For Internal Use Only
Copyright © 2012, SAS Insti tute Inc. Al l r ights reserved.
DE MULTI-VENDOR A MULTI-CLOUDSAS VIYA
MVS
Windows
AIXHP-UX
Solaris
SunOS Linux
Tru64
IRIXOS/2 Google
Cloud
Platform
Instalable con herramientas
estándar
Escalable de single a multi
machine
Company Confidential - For Internal Use Only
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INTERFAZ UNIFICADA PARA
TODAS LAS HERRAMIENTAS Y SOLUCIONESSAS VIYA
Company Confidential - For Internal Use Only
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HERRAMIENTAS: ¿COMO LAS UTILIZAMOS?SAS VIYA
Pa
ralle
l &
Se
ria
l, P
ub
/ S
ub
,
Web S
erv
ices, M
Qs
Source-basedEngines
Microservices
UAA
Query
Gen
Folders
CAS
Mgmt
Data
Source
Mgmt
Analytics
GUIs
etc.…
BI
GUIs
Env
Mgr
Model
Mgmt
Log
Audit
UAAUAA
Data
Mgmt
GUIs
In-Memory Engine
In-Cloud
In-Database
In-Hadoop
In-Stream
Solutions
APIs
Infrastructures
Platforms
Analytics
Data ManagementFraud and Security Intelligence
Business VisualizationRisk Management
!
Customer Intelligence
Cloud Analytics Services (CAS)
Company Confidential - For Internal Use Only
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INTERFACES POR CÓDIGO, POINT & CLICK Y VISUALESSAS VIYA
Company Confidential - For Internal Use Only
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SAS STUDIO: INTERFAZ POR CÓDIGO & POINT & CLICKSAS VIYA
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PERO ADEMAS...SAS VIYA
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SAS VISUAL ANALYTICS HUB: INTERFAZ UNIFICADASAS VIYA
Company Confidential - For Internal Use Only
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SAS VISUAL ANALYTICSSAS VIYA
Company Confidential - For Internal Use Only
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SAS VISUAL STATISTICSSAS VIYA
Company Confidential - For Internal Use Only
Copyright © 2012, SAS Insti tute Inc. Al l r ights reserved.
SOLUCIONESSAS VIYA
Pa
ralle
l &
Se
ria
l, P
ub
/ S
ub
,
Web S
erv
ices, M
Qs
Source-basedEngines
Microservices
UAA
Query
Gen
Folders
CAS
Mgmt
Data
Source
Mgmt
Analytics
GUIs
etc.…
BI
GUIs
Env
Mgr
Model
Mgmt
Log
Audit
UAAUAA
Data
Mgmt
GUIs
In-Memory Engine
In-Cloud
In-Database
In-Hadoop
In-Stream
Solutions
APIs
Infrastructures
Platforms
Analytics
Data ManagementFraud and Security Intelligence
Business VisualizationRisk Management
!
Customer Intelligence
Cloud Analytics Services (CAS)
Company Confidential - For Internal Use Only
Copyright © 2012, SAS Insti tute Inc. Al l r ights reserved.
SAS VISUAL INVESTIGATORSAS VIYA
Company Confidential - For Internal Use Only
Copyright © 2012, SAS Insti tute Inc. Al l r ights reserved.
¿COMO CONVIVEN SAS VIYA Y SAS 9?SAS VIYA
SAS®
9
Desde SAS Viya accedemos a los datos de SAS 9
Desde SAS Viya publicamos modelos en SAS 9
Desde SAS Viya ejecutamos código en SAS 9 y
viceversa
Más puentes planificados
Comunicando SAS Viya y SAS 9
Data Code DataModel ModelModelCodeData
Company Confidential - For Internal Use Only
Copyright © 2012, SAS Insti tute Inc. Al l r ights reserved.
ROADMAPSAS VIYA V3
Abril
SAS®
Visual Analytics
SAS®
Visual Statistics
SAS®
Visual Data Mining
and Machine Learning
SAS®
Visual Investigator
Early Adopters
SAS®
Visual Scenario
Designer
Primavera Verano
SAS®
Visual Data Mining
and Machine Learning
SAS®
Visual Analytics
SAS®
Visual Statistics
SAS®
Visual Investigator
LANZAMIENTO
2017
SAS®
9.4 M4 SAS®
Studio / Notebook
SAS®
Data Management
• Access
• Data Quality
• Data Prep
SAS®
Visual Scenario
Designer
SAS® Analytics Suite
SAS®
Analytics as a
Service
ESTAMOS
AQUIEarly Preview
Early Adopters
Company Confidential - For Internal Use Only
Copyright © 2012, SAS Insti tute Inc. Al l r ights reserved.
¿Y POR QUÉ SAS VIYA VERSIÓN 3?SAS VIYA V3
SAS®
High-Performance
Architecture
2010
SAS®
In-Memory
Analytics Server
2011
SAS®
3rd Generation
Massively Parallel
Architecture
2013Development
Timelines
Company Confidential - For Internal Use Only
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RESUMIENDO...SAS VIYA
SAS VIYA ES LA
NUEVA PLATAFORMA SAS
SAS Business Rules Manager SAS Credit Scoring for Banking SAS Cost and Profitability Management SAS Credit Risk Management for Banking SAS Customer Link Analytics SAS Data Integration SAS Data Quality SAS Master Data Management SAS Data Governance SAS Enterprise Governance, Risk & Compliance SAS Enterprise Case Management SAS Event Stream Processing SAS Forecast Server
SAS Genetics SAS IML SAS Marketing Automation
SAS Marketing Optimization SAS Model Manager SAS OR SAS OpRisk VaR SAS QC SAS Real Time Decision Manager SAS Risk Dimensions SAS Risk Management for Banking SAS Text Miner SAS Visual Scenario Designer
QUE TENDRÁ UNA LARGA COEXISTENCIA
(ESTIMADO 4 AÑOS)
CON LA PLATAFORMA ACTUAL SAS 9.4
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CARACTERIZADA POR...SAS VIYA
Company Confidential - For Internal Use Only
Copyright © 2012, SAS Insti tute Inc. Al l r ights reserved.
RESUMIENDO...SAS VIYA
SAS VIYA ES LA
NUEVA PLATAFORMA SAS
VISUAL ANALYTICS 8.1
VISUAL STATISTICS 8.1
DMML 8.1
SAS VISUAL
INVESTIGATOR
CON LA QUE DESARROLLAMOS
NUEVAS Y FUTURAS
HERRAMIENTAS SAS
Y NUEVAS Y FUTURAS
SOLUCIONES SAS
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PRÓXIMO PASO...SAS VIYA
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ESPERAMOS QUE
NUESTRAS SOLUCIONES
SEAN DE SU UTILIDAD