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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


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


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


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


s

Virtual Models


Big Data ímplicitoRedes SocialesDatos de sensores

RETOS ACTUALES EN EL BIG DATA

SA

P H

AN

A P

latform

AplicacionesERP

Apps

Analy

tics



s

SAP HANA

SA

P H

AN

A P

latform

Data

Lake

HadoopNoSQL

HDFS

Spark

Yarn

Map reduce

HiveImpala

AplicacionesERP

Apps

Analític

o



s

SAP HANA


Efectivo en costes FlexiblePreparado para fallosEscalable

HADOOP – EL SUEÑO


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



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



s

SAP HANA


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


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



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



s

SAP HANA


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


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 …


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


● 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


En memoria SQL Columnar

Compresión Columnar Algoritmos de Caché

Procesamiento paralelo#FEA4339A

Generación de código

SAP HANA VORA, TECNOLOGÍA HANA


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


• 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


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



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



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



sC

loud

SAP HCP

SAP HANA

SAP HANA Vora

Industria 4.0


Marketing Personalizado

Ciudades inteligentes

Ofertas en tiempo real

IOT para deportes

Vehículos conectadosMedicina personalizada


SAP HANA VORA – INFORMACIÓN PÚBLICA

http://go.sap.com/product/data-mgmt/hana-vora-hadoop.html


#SAPForumArturo Gutiérrez

[email protected]

Gracias


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sap hana vora - sapevents.edgesuite.net · © 2016 sap se or an sap affiliate company. all rights...

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