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© 2016 SAP SE OR AN SAP AFFILIATE COMPANY. ALL RIGHTS RESERVED. #SAPForum#SAPForum
SAP HANA VoraLLega el análisis en tiempo real
al mundo Big Data y Cloud
© 2016 SAP SE OR AN SAP AFFILIATE COMPANY. ALL RIGHTS RESERVED. #SAPForum
© 2016 SAP SE OR AN SAP AFFILIATE COMPANY. ALL RIGHTS RESERVED. #SAPForum
1990 20162000 2005 2010
ANALYTICS PREDICTIVE ANALYTICS SEMANTICANALYTICS
REAL TIME IN THE CLOUD
PERSONAL COMPUTER AND CLIENT SERVER
DATABASE
WWW MOBILE
SOCIAL
B2B/B2C
BIG DATA
REAL TIME
1,000,000+SOLD
3,000,000Personas tienen acceso a internet
Más personas tienen teléfono móvil que electricidad o agua potable
Facebook: 1 billion usuarios
Youtube: 4 billion vistas por día
Google+: 400 millones de usuarios
Skype: 250 millones de usuarios por mes
DÓNDE ESTAMOS EN LA EVOLUCIÓN TECNOLÓGICA
El mundo se mueve
© 2016 SAP SE OR AN SAP AFFILIATE COMPANY. ALL RIGHTS RESERVED. #SAPForum
EMPRESASCOSAS
PERSONAS
TIEMPO REAL
UN MUNDO INTERCONECTADO EN TIEMPO REAL
OLTP Streams M2MEstructurados No estructuradosFuente
s
OLTP Streams M2MEstructurados No estructurados
SA
P H
AN
A P
latform
Fuente
s
Smart Data
integration
Smart Data
Streaming
Smart Data
Access
TextPlanning
Graph Predictive
Spatial Database
Smart Data
Access
Extended Storage
Logical DW
Virtual Models
SA
P H
AN
A P
latform
AplicacionesERP
Apps
OLTP Streams M2MEstructurados No estructuradosFuente
s
Smart Data
integration
Smart Data
Streaming
TextPlanning
Graph Predictive
Spatial Database
Smart Data
Access
Extended Storage
Logical DW
Virtual Models
SA
P H
AN
A P
latform
Smart Data
integration
Smart Data
Streaming
Smart Data
Access
TextPlanning
Graph Predictive
Spatial Database
Smart Data
Access
Extended Storage
Logical DW
AplicacionesERP
Apps
Analy
tics
Reporting Analítico Predictivo IBO SAP BI
OLTP Streams M2MEstructurados No estructuradosFuente
s
Virtual Models
© 2016 SAP SE OR AN SAP AFFILIATE COMPANY. ALL RIGHTS RESERVED. #SAPForum
Big Data ímplicitoRedes SocialesDatos de sensores
RETOS ACTUALES EN EL BIG DATA
SA
P H
AN
A P
latform
AplicacionesERP
Apps
Analy
tics
Reporting Analítico Predictivo IBO SAP BI
OLTP Streams M2MEstructurados No estructuradosFuente
s
SAP HANA
SA
P H
AN
A P
latform
Data
Lake
HadoopNoSQL
HDFS
Spark
Yarn
Map reduce
HiveImpala
AplicacionesERP
Apps
Analític
o
Reporting Analítico Predictivo IBO SAP BI
OLTP Streams M2MEstructurados No estructuradosFuente
s
SAP HANA
© 2016 SAP SE OR AN SAP AFFILIATE COMPANY. ALL RIGHTS RESERVED. #SAPForum
Efectivo en costes FlexiblePreparado para fallosEscalable
HADOOP – EL SUEÑO
© 2016 SAP SE OR AN SAP AFFILIATE COMPANY. ALL RIGHTS RESERVED. #SAPForum
Seguridad y GobiernoNo ‘Enterprise’ Conocimientos avanzados Complejo
HADOOP – LA REALIDAD
SA
P H
AN
A P
latform
Data
Lake
HadoopNoSQL
HDFS
Spark
Yarn
Map reduce
HiveImpala
AplicacionesERP
Apps
Analític
o
Reporting Analítico Predictivo IBO SAP BI
OLTP Streams M2MEstructurados No estructuradosFuente
s
SAP HANA
SA
P H
AN
A P
latform
Smart Data
Access
Data
Lake
Smart Data
Access
HadoopNoSQL
HDFS
Spark
Yarn
Map reduce
HiveImpala
AplicacionesERP
Apps
Analític
o
Reporting Analítico Predictivo IBO SAP BI
OLTP Streams M2MEstructurados No estructuradosFuente
s
SAP HANA
© 2016 SAP SE OR AN SAP AFFILIATE COMPANY. ALL RIGHTS RESERVED. #SAPForum
DÓNDE ESTÁ EL ‘GAP’
Separación entre el IT Tradicional y el Digital
17
Demasiado Complejo Demasiado Lento
Díficil trabajar conjuntamente
Aplicaciones
Empresariales y
Analíticas
BIG DATA
IOT
© 2016 SAP SE OR AN SAP AFFILIATE COMPANY. ALL RIGHTS RESERVED. #SAPForum
SAP HANA VoraAplicaciones
Empresariales y
Analíticas
BIG DATA
IOT
PUENTE ENTRE AMBOS MUNDOS
SA
P H
AN
A P
latform
Data
Lake
HadoopNoSQL
HDFS
Spark
Yarn
Map reduce
HiveImpala
AplicacionesERP
Apps
Analític
o
Reporting Analítico Predictivo IBO SAP BI
OLTP Streams M2MEstructurados No estructuradosFuente
s
SAP HANA
SA
P H
AN
A P
latform
Data
Lake
HadoopNoSQL
HDFS
Spark
Yarn
Map reduce
HiveImpala
SAP HANA VoraSpark adaptor
AplicacionesERP
Apps
Analític
o
Reporting Analítico Predictivo IBO SAP BI
OLTP Streams M2MEstructurados No estructuradosFuente
s
SAP HANA
© 2016 SAP SE OR AN SAP AFFILIATE COMPANY. ALL RIGHTS RESERVED. #SAPForum
Democratizar
el Acceso a
los datos
Tomar
decisiones
más precisas
Simplificar la
gestión del
Big Data
SAP HANA Vora es un ‘engine’ analítico que mejora y extiende
el ‘framework’ Apache Spark para proporcionar análisis
interactivo avanzado sobre Hadoop. Drill Downs en HDFS
Mashup API
Queries compiladas
HANA-Spark Adapter
Entorno unificado
Programación abierta
Cualquier Cluster Hadoop
SAP HANA VORA
© 2016 SAP SE OR AN SAP AFFILIATE COMPANY. ALL RIGHTS RESERVED. #SAPForum
YARN
HDFS
Other Apps
Files Files Files
Adaptador HANA-Spark para mejora de rendimiento con entornos distribuidos
Información contextual entre los datos de negocio y ‘big data’
Queries compiladas permiten a las aplicaciones y herramientas de análisis ser más eficientes accediendo a datos distribuidos por los nodos
Experiencia OLAP sobre Hadoop para análisis profundo en big data permitiendo por ejemplo drill-down en datos HDFS
Compiled
Queries
Spark Adapter
Drill Downs
SAP HANA in-memory platform
Vora
Spark
Vora
Spark
In-Memory
Store
Application Services
Database Services
Integration Services
Processing Services
SAP HANA Platform
Vora
SparkHANA-Spark
Adaptor
SAP HANA VORA
HANA Smart Data Access, UDFs …
© 2016 SAP SE OR AN SAP AFFILIATE COMPANY. ALL RIGHTS RESERVED. #SAPForum
Puente entre el mundo empresarial estructurado y el Big Data!
YARN
HDFSFiles Files Files
Compiled
Queries
Spark
Adapter
Drill Downs
Vora
Spark
Vora
Spark
Vora
Spark
Big Data
SAP HANA in-memory platform
Other Apps
In-Memory
Store
Application Services
Database Services
Integration Services
Processing Services
SAP HANA Platform
Aplicaciones empresariales
SAP HANA VORA, EL PUENTE
© 2016 SAP SE OR AN SAP AFFILIATE COMPANY. ALL RIGHTS RESERVED. #SAPForum
● Añade funcionalidades para las aplicaciones
empresariales
● Jerarquías
● Análisis y modelos OLAP
● Rendimiento SQL sin precedentes
● Acceso federado entre HANA y Hadoop
● Herramientas
SAP HANA
SAP HANA VORA DESDE EL PUNTO DE VISTA ESTRATÉGICO
© 2016 SAP SE OR AN SAP AFFILIATE COMPANY. ALL RIGHTS RESERVED. #SAPForum
En memoria SQL Columnar
Compresión Columnar Algoritmos de Caché
Procesamiento paralelo#FEA4339A
Generación de código
SAP HANA VORA, TECNOLOGÍA HANA
© 2016 SAP SE OR AN SAP AFFILIATE COMPANY. ALL RIGHTS RESERVED. #SAPForum
SAP HANA VORA 1.0, FUNCIONALIDADES
Internal26
Formatos de ficheros soportados:
• Parquet, ORC, CSV
Funcionalidad OLAP soportada:
• Procesamiento nativo de Jerarquías
Rendimiento
• Procesamiento de consultas en memoria compiladas con LLVM
• 'Push down'
Conectividad a sistemas empresariales:
• HANA
• Interfaces para integración Spark fácilmente extensible
HDFS
YARN
Vora
Engine
Spark
Files
Vora Spark
Integration
© 2016 SAP SE OR AN SAP AFFILIATE COMPANY. ALL RIGHTS RESERVED. #SAPForum
• Todas las herramientas compatible SPARK
• Scala, Java, Python, R.
• Lumira
• Todas las herramientas compatibles con
thrift
• Zeppelin y otros notebook como Jupyter
….
HDFS
YARN
Vora
Engine
Spark
Files
Vora Spark
Integration
SAP HANA VORA, ACCESO
© 2016 SAP SE OR AN SAP AFFILIATE COMPANY. ALL RIGHTS RESERVED. #SAPForum
SAP HANA VORA DEVELOPER EDITION
• Disponible en AWS similar a HANA One
• Limitada solamente para escenarios no
productivos
• Incluido Hortonworks HDP2.3, Spark1.4
y Vora 1.0
SA
P H
AN
A P
latform
Data
Lake
HadoopNoSQL
HDFS
Spark
Yarn
Map reduce
HiveImpala
AplicacionesERP
Apps
Analític
o
Reporting Analítico Predictivo IBO SAP BI
OLTP Streams M2MEstructurados No estructuradosFuente
s
SAP HANA
SAP HANA Vora
SA
P H
AN
A P
latform
Data
Lake
HadoopNoSQL
HDFS
Spark
Yarn
Map reduce
HiveImpala
AplicacionesERP
Apps
Clo
ud
Analític
o
Reporting Analítico Predictivo IBO SAP BI
OLTP Streams M2MEstructurados No estructuradosFuente
s
SAP HCP
SAP HANA
SAP HANA Vora
SA
P H
AN
A P
latform
Data
Lake
HadoopNoSQL
HDFS
Spark
Yarn
Map reduce
HiveImpala
AplicacionesERP
Apps
Innovació
n
:-)A
nalític
o
Reporting Analítico Predictivo IBO SAP BI
OLTP Streams M2MEstructurados No estructuradosFuente
sC
loud
SAP HCP
SAP HANA
SAP HANA Vora
Industria 4.0
© 2016 SAP SE OR AN SAP AFFILIATE COMPANY. ALL RIGHTS RESERVED. #SAPForum
Marketing Personalizado
Ciudades inteligentes
Ofertas en tiempo real
IOT para deportes
Vehículos conectadosMedicina personalizada
© 2016 SAP SE OR AN SAP AFFILIATE COMPANY. ALL RIGHTS RESERVED. #SAPForum
SAP HANA VORA – INFORMACIÓN PÚBLICA
http://go.sap.com/product/data-mgmt/hana-vora-hadoop.html
© 2016 SAP SE OR AN SAP AFFILIATE COMPANY. ALL RIGHTS RESERVED. #SAPForum
#SAPForumArturo Gutiérrez
Gracias
© 2016 SAP SE OR AN SAP AFFILIATE COMPANY. ALL RIGHTS RESERVED. #SAPForum
© 2016 SAP SE OR AN SAP AFFILIATE COMPANY. ALL RIGHTS RESERVED.
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