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The Ultimate Selfie |
Picture Yourself with the Fastest Analytics on Hadoop
with HP Vertica and Pentaho
© 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-75552
The Ultimate Selfie
Picture Yourself with the Fastest Analytics on Hadoop
with HP Vertica and Pentaho
Pentaho Big Data Analytics
Mark Kromer
Pentaho Big Data Analytics Product Manager
© 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-75553
DBA ETL/BI Developer Business Users & Executives Analysts & Data Scientists
OPERATIONAL DATA BIG DATA DATA STREAMPUBLIC/PRIVATE CLOUDS
Enterprise &
Interactive
Reporting
Interactive
Analysis
Dashboards Predictive
Analytics
Pentaho Business Analytics
Data Integration
Instaview | Visual Map Reduce
DIRECT ACCESS
Pentaho Business Analytics Platform
© 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-75554
Product Components
Pentaho Data Integration
• Visual development for big data
• Broad connectivity
• Data quality & enrichment
• Integrated scheduling
• Security integration
• Visual data exploration
• Ad hoc analysis
• Interactive charts & visualizations
Pentaho Dashboards
• Self-service dashboard builder
• Content linking & drill through
• Highly customized mash-ups
Pentaho Data Mining &
Predictive Analytics
• Model construction & evaluation
• Learning schemes
• Integration with 3rd part models
using PMML
Pentaho Enterprise &
Interactive Reports
• Both ad hoc & distributed reporting
• Drag & drop interactive reporting
• Pixel-perfect enterprise reports
Pentaho for Big Data
MapReduce & Instaview
• Visual Interface for Developing
MR
• Self-service big data discovery
• Big data access to Data Analysts
Pentaho Analyzer
© 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-75555
❯ Simple, easy-to-use visual data exploration
❯ Web-based thin client; in-memory caching
❯ Rich library of interactive visualizations
• Geo-mapping, heat grids, scatter plots, bubble
charts, line over bar and more
• Pluggable visualizations
❯ Java ROLAP engine to analyze structured and
unstructured data, with SQL dialects for querying
data from RDBMs
❯ Pluggable cache integrating with leading caching
architectures: Infinispan (JBoss Data Grid) &
Memcached
Pentaho Interactive Analysis & Data Discovery
Highly Flexible Advanced Visualizations
© 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-75556
Pentaho Data Integration
Easy to Use, Highly Scalable
❯Graphical ETL designer
❯Data agnostic
• Structured, unstructured, web services, packaged
apps (Google, SAS, SFDC, etc.), big data sources,
traditional sources, JSON, XML, HL7, etc.
❯Batch, low-latency & real time processing
❯Scale-out architecture, deployable to PDI clusters,
Hadoop clusters
❯100% Java engine; plug-in architecture for extensibility
❯Workflow, alerting, monitoring
Integration, Manipulation & Enrichment
Use Cases:
Classic ETL – data warehouse creation, population & maintenance
Information Delivery – extraction from multiple data
sources, transformation and streaming to a report
MapReduce Applications – implementing “code-free”
transformation pipelines within Hadoop
Extensibility – adding 3rd-party functionality that automatically
works within any of the above use cases.
© 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-75557
Pentaho Big Data Analytics
Accelerate the time to big data value
• Full continuity from data
access to decisions –
complete data integration &
analytics for any big data
store
• Faster development,
faster runtime – visual
development, distributed
execution
• Instant and interactive
analysis – no coding and
no ETL required
© 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-75558
Pentaho Visual Development
Eliminates the Need for Complex Coding
Would you rather do this?
Scheduling Modeling
Ingestion / Manipulation / Integration
… or this?
© 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-75559
Pentaho Visual MapReduce
Drag & Drop, Then Run in the Cluster
Parallel Execution as MapReduce
in the Hadoop Cluster
As Much as 15x Faster Than
Hand-Written Code
© 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-755510
• Major sponsor of the open source project Weka
• Data exploration/visualization, model construction and
export, preliminary evaluation
• Numerous classification/regression and clustering
algorithms
• Integration with Pentaho Data Integration
❯ Import 3rd-party models using Predictive Modeling
Markup Language (PMML)
❯ Operationalize models inside or outside of a Hadoop
Cluster
❯ Incorporate algorithms into Pentaho visual interface;
store and version models using the Pentaho repository
Pentaho Predictive Analytics
Full Predictive Analytics Lifecycle Support
© 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-755511
Streamlined Data Refinery
Drive a Sustainable Analytics Strategy with Big Data Orchestration at Scale
Transactions – Batch
& Real-time
Enrollments &
Redemptions
Location, Email, O
ther Data
Hadoop
Cluster
Analyzer
Reports
Data Orchestration
© 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-755512
blog.pentaho.com
@Pentaho
Facebook.com/Pentaho
Pentaho Business Analytics
JOIN THE CONVERSATION. YOU CAN FIND US ON:

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Pentaho Big Data Analytics with Vertica and Hadoop

  • 1. The Ultimate Selfie | Picture Yourself with the Fastest Analytics on Hadoop with HP Vertica and Pentaho
  • 2. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-75552 The Ultimate Selfie Picture Yourself with the Fastest Analytics on Hadoop with HP Vertica and Pentaho Pentaho Big Data Analytics Mark Kromer Pentaho Big Data Analytics Product Manager
  • 3. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-75553 DBA ETL/BI Developer Business Users & Executives Analysts & Data Scientists OPERATIONAL DATA BIG DATA DATA STREAMPUBLIC/PRIVATE CLOUDS Enterprise & Interactive Reporting Interactive Analysis Dashboards Predictive Analytics Pentaho Business Analytics Data Integration Instaview | Visual Map Reduce DIRECT ACCESS Pentaho Business Analytics Platform
  • 4. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-75554 Product Components Pentaho Data Integration • Visual development for big data • Broad connectivity • Data quality & enrichment • Integrated scheduling • Security integration • Visual data exploration • Ad hoc analysis • Interactive charts & visualizations Pentaho Dashboards • Self-service dashboard builder • Content linking & drill through • Highly customized mash-ups Pentaho Data Mining & Predictive Analytics • Model construction & evaluation • Learning schemes • Integration with 3rd part models using PMML Pentaho Enterprise & Interactive Reports • Both ad hoc & distributed reporting • Drag & drop interactive reporting • Pixel-perfect enterprise reports Pentaho for Big Data MapReduce & Instaview • Visual Interface for Developing MR • Self-service big data discovery • Big data access to Data Analysts Pentaho Analyzer
  • 5. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-75555 ❯ Simple, easy-to-use visual data exploration ❯ Web-based thin client; in-memory caching ❯ Rich library of interactive visualizations • Geo-mapping, heat grids, scatter plots, bubble charts, line over bar and more • Pluggable visualizations ❯ Java ROLAP engine to analyze structured and unstructured data, with SQL dialects for querying data from RDBMs ❯ Pluggable cache integrating with leading caching architectures: Infinispan (JBoss Data Grid) & Memcached Pentaho Interactive Analysis & Data Discovery Highly Flexible Advanced Visualizations
  • 6. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-75556 Pentaho Data Integration Easy to Use, Highly Scalable ❯Graphical ETL designer ❯Data agnostic • Structured, unstructured, web services, packaged apps (Google, SAS, SFDC, etc.), big data sources, traditional sources, JSON, XML, HL7, etc. ❯Batch, low-latency & real time processing ❯Scale-out architecture, deployable to PDI clusters, Hadoop clusters ❯100% Java engine; plug-in architecture for extensibility ❯Workflow, alerting, monitoring Integration, Manipulation & Enrichment Use Cases: Classic ETL – data warehouse creation, population & maintenance Information Delivery – extraction from multiple data sources, transformation and streaming to a report MapReduce Applications – implementing “code-free” transformation pipelines within Hadoop Extensibility – adding 3rd-party functionality that automatically works within any of the above use cases.
  • 7. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-75557 Pentaho Big Data Analytics Accelerate the time to big data value • Full continuity from data access to decisions – complete data integration & analytics for any big data store • Faster development, faster runtime – visual development, distributed execution • Instant and interactive analysis – no coding and no ETL required
  • 8. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-75558 Pentaho Visual Development Eliminates the Need for Complex Coding Would you rather do this? Scheduling Modeling Ingestion / Manipulation / Integration … or this?
  • 9. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-75559 Pentaho Visual MapReduce Drag & Drop, Then Run in the Cluster Parallel Execution as MapReduce in the Hadoop Cluster As Much as 15x Faster Than Hand-Written Code
  • 10. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-755510 • Major sponsor of the open source project Weka • Data exploration/visualization, model construction and export, preliminary evaluation • Numerous classification/regression and clustering algorithms • Integration with Pentaho Data Integration ❯ Import 3rd-party models using Predictive Modeling Markup Language (PMML) ❯ Operationalize models inside or outside of a Hadoop Cluster ❯ Incorporate algorithms into Pentaho visual interface; store and version models using the Pentaho repository Pentaho Predictive Analytics Full Predictive Analytics Lifecycle Support
  • 11. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-755511 Streamlined Data Refinery Drive a Sustainable Analytics Strategy with Big Data Orchestration at Scale Transactions – Batch & Real-time Enrollments & Redemptions Location, Email, O ther Data Hadoop Cluster Analyzer Reports Data Orchestration
  • 12. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-755512 blog.pentaho.com @Pentaho Facebook.com/Pentaho Pentaho Business Analytics JOIN THE CONVERSATION. YOU CAN FIND US ON: