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Oracle Big Data Discovery
Product Overview
Copyright © 2015, Oracle and/or its affiliates. All rights reserved. |
Richard Tomlinson
Director, Product Management
Oracle Big Data Discovery
Kip Bowes
VP Services
Cloudera
2
Speakers
3© Cloudera, Inc. All rights reserved.
Strong Partnership for Enterprise Big Data
+
4© Cloudera, Inc. All rights reserved.
Data Changes How We Work
Everything that can be
measured will be measured.
Employees and customers expect
more personal interactions, but
not at the cost of their privacy.
The most innovative companies
embrace experimentation
and agility.
Instrumentation Consumerization Experimentation
5© Cloudera, Inc. All rights reserved.
Cloudera Enterprise powered by Apache Hadoop
A new kind of data platform.
• One place for unlimited data
• Unified, multi-framework data access
Only with Cloudera:
• Enterprise Security
• Data Governance
• Complete Management
• Open source, open standards
Security and Administration
Unlimited Storage
Process Discove
r
Model Serve
Deployment
Flexibility
On-Premises
Appliances
Engineered Systems
Public Cloud
Private Cloud
Hybrid Cloud
6© Cloudera, Inc. All rights reserved.
Data Discovery is the #1 fastest growing
workload for enterprise analytics.
7© Cloudera, Inc. All rights reserved.
Data Discovery & Analytics (DD&A) :
The ability to find enterprise data and
quickly uncover new insights and
optimize existing analytics.
(AKA: Self-service BI, BI, Data Discovery, Advance Analytics, Machine Learning)
8© Cloudera, Inc. All rights reserved.
Discovery and Analytics is an Iterative Process
Report, Model,
or Rules
Ingest
Transformatio
n
80% of Time Preparing
Diverse Ingest
Search and lineage
Agile Transforms
20% of Time Analyzing
SQL
Statistical
Machine Learning
Implement
Point Solution
Custom App
Analysis
Technique
Access
Data
Generatio
n
Data Discovery
& Analytics
Flow
9© Cloudera, Inc. All rights reserved.
The Challenge for Data Discovery Projects
How do we make data
preparation 20% of the
effort so businesses can
focus 80% of their time on
executing from analytics?
Copyright © 2015, Oracle and/or its affiliates. All rights reserved. |
Requires a Fundamentally New Approach
10
quickly transform
and enrich it to make
it better
unlock big data for
anyone to discover
and share new value
A single intuitive and visual user interface, to...
find and explore big
data to understand its
potential
find explore transform discover share
Copyright © 2015, Oracle and/or its affiliates. All rights reserved. | 11
Oracle Big Data Discovery. The Visual Face of Hadoop
find explore transform discover share
Copyright © 2015, Oracle and/or its affiliates. All rights reserved. |
Oracle Big Data Discovery. The Visual Face of Hadoop
12
find explore transform discover share
See the potential in big data
Copyright © 2015, Oracle and/or its affiliates. All rights reserved. |
Catalog
13
• Access a rich,
interactive catalog
of all data in
Hadoop
• Familiar search and
guided navigation
for ease of use
• See data set
summaries, user
annotation and
recommendations
• Provision personal
and enterprise data
to Hadoop via self-
service
Copyright © 2015, Oracle and/or its affiliates. All rights reserved. |
Explore
14
• Visualize all
attributes by type
• Sort attributes by
information
potential
• Assess attribute
statistics, data
quality and
outliers
• Use scratch pad to
uncover
correlations
between
attributes
Copyright © 2015, Oracle and/or its affiliates. All rights reserved. |
Oracle Big Data Discovery. The Visual Face of Hadoop
15
find explore transform discover share
Quickly make big data better
Copyright © 2015, Oracle and/or its affiliates. All rights reserved. | 1616
• Intuitive, user
driven data
wrangling
• Extensive library of
powerful data
transformations
and enrichments
• Preview results,
undo, commit and
replay transforms
• Test on sample data
then apply to full
data set in Hadoop
Transform
Copyright © 2015, Oracle and/or its affiliates. All rights reserved. |
Oracle Big Data Discovery. The Visual Face of Hadoop
17
find explore transform discover share
Unlock big data for everyone
Copyright © 2015, Oracle and/or its affiliates. All rights reserved. | 18
• Join and blend data
for deeper
perspectives
• Compose project
pages via drag and
drop
• Use powerful
search and guided
navigation to ask
questions
• See new patterns in
rich, interactive
data visualizations
Discover
Copyright © 2015, Oracle and/or its affiliates. All rights reserved. | 19
• Share projects,
bookmarks and
snapshots with
others
• Build galleries and
tell big data stories
• Collaborate and
iterate as a team
• Publish blended
data to HDFS for
leverage in other
tools
Share
Copyright © 2015, Oracle and/or its affiliates. All rights reserved. |
Oracle Big Data Discovery. Technical Innovation on CDH
Oracle Confidential – Internal 20
Oracle Big Data Discovery Workloads
Hadoop Cluster
(BDA or Commodity
Hardware)
BDD node
data node
data node
data node
data node
name node
Data Processing, Workflow & Monitoring
• Profiling: catalog entry creation, data type &
language detection, schema configuration
• Sampling: dgraph (index) file creation
• Transforms: >100 functions
• Enrichments: location (geo), text (cleanup,
sentiment, entity, key-phrase, whitelist tagging)
Self-Service Provisioning & Data Transfer
• Personal Data: Upload CSV and XLS to HDFS
In-Memory Discovery Indexes
• DGraph: Search, Guided Navigation, Analytics
Studio
• Web UI: Find, Explore, Transform, Discover, Share
Hadoop 2.x
Filesystem
(HDFS)
Workload Mgmt
(YARN)
Metadata
(HCatalog)
Other Hadoop
Workloads
MapReduce
Spark
Hive
Pig
Oracle Big Data SQL
(BDA only)
Copyright © 2015, Oracle and/or its affiliates. All rights reserved. |
Oracle Big Data Discovery. A Game Changing Platform
Business Benefits
• Get value faster. Rapidly turn raw data
into actionable insights, leveraged across
the enterprise
• Democratize value from Big Data.
Increase the size, diversify the skills, and
improve the efficiency of Big Data teams
21
See the Potential in Big Data, Quickly Make it Better and Unlock Value for Everyone
Technical Benefits
• Destroy existing technical barriers. Run
natively on Hadoop cluster for maximum
scalability and performance
• Publish, secure and leverage. Integrate
with Hadoop open standards and
leverage the unified Oracle big data
ecosystem
Product Demo
www.oracle.com/bigdatadiscovery
Copyright © 2015, Oracle and/or its affiliates. All rights reserved. | 23
Questions?
Please submit questions via the
“Q and A” box and we will
answer them live.

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Oracle big data discovery 994294

  • 1. Oracle Big Data Discovery Product Overview
  • 2. Copyright © 2015, Oracle and/or its affiliates. All rights reserved. | Richard Tomlinson Director, Product Management Oracle Big Data Discovery Kip Bowes VP Services Cloudera 2 Speakers
  • 3. 3© Cloudera, Inc. All rights reserved. Strong Partnership for Enterprise Big Data +
  • 4. 4© Cloudera, Inc. All rights reserved. Data Changes How We Work Everything that can be measured will be measured. Employees and customers expect more personal interactions, but not at the cost of their privacy. The most innovative companies embrace experimentation and agility. Instrumentation Consumerization Experimentation
  • 5. 5© Cloudera, Inc. All rights reserved. Cloudera Enterprise powered by Apache Hadoop A new kind of data platform. • One place for unlimited data • Unified, multi-framework data access Only with Cloudera: • Enterprise Security • Data Governance • Complete Management • Open source, open standards Security and Administration Unlimited Storage Process Discove r Model Serve Deployment Flexibility On-Premises Appliances Engineered Systems Public Cloud Private Cloud Hybrid Cloud
  • 6. 6© Cloudera, Inc. All rights reserved. Data Discovery is the #1 fastest growing workload for enterprise analytics.
  • 7. 7© Cloudera, Inc. All rights reserved. Data Discovery & Analytics (DD&A) : The ability to find enterprise data and quickly uncover new insights and optimize existing analytics. (AKA: Self-service BI, BI, Data Discovery, Advance Analytics, Machine Learning)
  • 8. 8© Cloudera, Inc. All rights reserved. Discovery and Analytics is an Iterative Process Report, Model, or Rules Ingest Transformatio n 80% of Time Preparing Diverse Ingest Search and lineage Agile Transforms 20% of Time Analyzing SQL Statistical Machine Learning Implement Point Solution Custom App Analysis Technique Access Data Generatio n Data Discovery & Analytics Flow
  • 9. 9© Cloudera, Inc. All rights reserved. The Challenge for Data Discovery Projects How do we make data preparation 20% of the effort so businesses can focus 80% of their time on executing from analytics?
  • 10. Copyright © 2015, Oracle and/or its affiliates. All rights reserved. | Requires a Fundamentally New Approach 10 quickly transform and enrich it to make it better unlock big data for anyone to discover and share new value A single intuitive and visual user interface, to... find and explore big data to understand its potential find explore transform discover share
  • 11. Copyright © 2015, Oracle and/or its affiliates. All rights reserved. | 11 Oracle Big Data Discovery. The Visual Face of Hadoop find explore transform discover share
  • 12. Copyright © 2015, Oracle and/or its affiliates. All rights reserved. | Oracle Big Data Discovery. The Visual Face of Hadoop 12 find explore transform discover share See the potential in big data
  • 13. Copyright © 2015, Oracle and/or its affiliates. All rights reserved. | Catalog 13 • Access a rich, interactive catalog of all data in Hadoop • Familiar search and guided navigation for ease of use • See data set summaries, user annotation and recommendations • Provision personal and enterprise data to Hadoop via self- service
  • 14. Copyright © 2015, Oracle and/or its affiliates. All rights reserved. | Explore 14 • Visualize all attributes by type • Sort attributes by information potential • Assess attribute statistics, data quality and outliers • Use scratch pad to uncover correlations between attributes
  • 15. Copyright © 2015, Oracle and/or its affiliates. All rights reserved. | Oracle Big Data Discovery. The Visual Face of Hadoop 15 find explore transform discover share Quickly make big data better
  • 16. Copyright © 2015, Oracle and/or its affiliates. All rights reserved. | 1616 • Intuitive, user driven data wrangling • Extensive library of powerful data transformations and enrichments • Preview results, undo, commit and replay transforms • Test on sample data then apply to full data set in Hadoop Transform
  • 17. Copyright © 2015, Oracle and/or its affiliates. All rights reserved. | Oracle Big Data Discovery. The Visual Face of Hadoop 17 find explore transform discover share Unlock big data for everyone
  • 18. Copyright © 2015, Oracle and/or its affiliates. All rights reserved. | 18 • Join and blend data for deeper perspectives • Compose project pages via drag and drop • Use powerful search and guided navigation to ask questions • See new patterns in rich, interactive data visualizations Discover
  • 19. Copyright © 2015, Oracle and/or its affiliates. All rights reserved. | 19 • Share projects, bookmarks and snapshots with others • Build galleries and tell big data stories • Collaborate and iterate as a team • Publish blended data to HDFS for leverage in other tools Share
  • 20. Copyright © 2015, Oracle and/or its affiliates. All rights reserved. | Oracle Big Data Discovery. Technical Innovation on CDH Oracle Confidential – Internal 20 Oracle Big Data Discovery Workloads Hadoop Cluster (BDA or Commodity Hardware) BDD node data node data node data node data node name node Data Processing, Workflow & Monitoring • Profiling: catalog entry creation, data type & language detection, schema configuration • Sampling: dgraph (index) file creation • Transforms: >100 functions • Enrichments: location (geo), text (cleanup, sentiment, entity, key-phrase, whitelist tagging) Self-Service Provisioning & Data Transfer • Personal Data: Upload CSV and XLS to HDFS In-Memory Discovery Indexes • DGraph: Search, Guided Navigation, Analytics Studio • Web UI: Find, Explore, Transform, Discover, Share Hadoop 2.x Filesystem (HDFS) Workload Mgmt (YARN) Metadata (HCatalog) Other Hadoop Workloads MapReduce Spark Hive Pig Oracle Big Data SQL (BDA only)
  • 21. Copyright © 2015, Oracle and/or its affiliates. All rights reserved. | Oracle Big Data Discovery. A Game Changing Platform Business Benefits • Get value faster. Rapidly turn raw data into actionable insights, leveraged across the enterprise • Democratize value from Big Data. Increase the size, diversify the skills, and improve the efficiency of Big Data teams 21 See the Potential in Big Data, Quickly Make it Better and Unlock Value for Everyone Technical Benefits • Destroy existing technical barriers. Run natively on Hadoop cluster for maximum scalability and performance • Publish, secure and leverage. Integrate with Hadoop open standards and leverage the unified Oracle big data ecosystem
  • 23. Copyright © 2015, Oracle and/or its affiliates. All rights reserved. | 23 Questions? Please submit questions via the “Q and A” box and we will answer them live.