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Copyright © 2015, Oracle and/or its affiliates. All rights reserved. | Copyright © 2015, Oracle and/or its affiliates. All rights reserved. | Oracle Analytics Open World 2015 Re-Cap Brian Lawrence Oracle Business Analytics Master Principal Sales Engineer
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Page 1: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015, Oracle and/or its affiliates. All rights reserved. | Copyright © 2015, Oracle and/or its affiliates. All rights reserved. |

Oracle Analytics Open World 2015 Re-Cap Brian Lawrence Oracle Business Analytics – Master Principal Sales Engineer

Page 2: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015, Oracle and/or its affiliates. All rights reserved. |

Safe Harbor Statement

The following is intended to outline our general product direction. It is intended for information purposes only, and may not be incorporated into any contract. It is not a commitment to deliver any material, code, or functionality, and should not be relied upon in making purchasing decisions. The development, release, and timing of any features or functionality described for Oracle’s products remains at the sole discretion of Oracle.

Safe Harbor Statement

The following is intended to outline our general product direction. It is intended for information purposes only, and may not be incorporated into any contract. It is not a commitment to deliver any material, code, or functionality, and should not be relied upon in making purchasing decisions. The development, release, and timing of any features or functionality described for Oracle’s products remains at the sole discretion of Oracle.

Oracle Confidential – Internal/Restricted/Highly Restricted 2

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Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |

1960’s Mainframe Computing

1990’s Desktop Computing

2000’s Mobile Cloud Computing

2015 Mainstream

Public/Private/Hybrid Cloud

1970’s Mini Computing

1980’s Client/Server Computing

10X more users with each cycle

Data Management Apps

Business Logic Apps

Process Automation Apps

Web Apps

Mobile Apps

Social Apps

Ten Year Computing Cycles

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Copyright © 2015 Oracle and/or its affiliates. All rights reserved. 4

Visual Analytics in Every Solution

Oracle BI Enterprise Edition 12c Data Visualization Desktop

Data Visualization Cloud Service Business Intelligence Cloud Service

Big Data Discovery

CLOUD ON-PREMISE

BIG DATA STACK Big Data Discovery Cloud Service

Enterprise Analytics BI Applications

Page 5: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved. 5

Visual Analytics in Every Solution

Oracle BI Enterprise Edition 12c Data Visualization Desktop

Data Visualization Cloud Service Business Intelligence Cloud Service

Big Data Discovery

CLOUD ON-PREMISE

BIG DATA STACK Big Data Discovery Cloud Service

Enterprise Analytics BI Applications

Page 6: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | 6

Oracle Data Visualization Cloud Service

• Designed for securely scaling stories in minutes across your organization

• Optimal for quick sprints in departmental initiatives where data is scattered in many places

• Oracle BI or Database license not required

• Create and share visualizations on mobile, tablet and desktop devices

See the Signals

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Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | 7

Blend More Data

Get More Answers

Scale More Insights

Easily upload and analyze data

yourself

Uncover hidden patterns and

previously unknown trends

Craft and share a story supported by

your data

For Business Leaders

7

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Copyright © 2015, Oracle and/or its affiliates. All rights reserved. |

Demonstration https://www.youtube.com/watch?v=7VEnkS-Albc&index=1&list=PLOcpw36tp3yKcatKsRBvLZpzfpZ_0BGOd

Oracle Confidential – Internal/Restricted/Highly Restricted 8

Data Visualization with Story Telling and Data Mash-up

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Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | 9

New BI Ask Capability

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Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | 10

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Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | 11

Page 12: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | 12

Oracle Business Intelligence Cloud Service

• Single cloud service for all visualization, reporting and analysis needs

• Application portability between on-premises and cloud

• Oracle database cloud and mobile access included for every consumer

• Automated backups, recovery and migration

• Personal data mash ups and secure collaboration

Proven Platform in the Cloud

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Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | 13

Oracle Business Intelligence Cloud Service

• Connect to existing Oracle BI data

• Blend personal data without coding

• Create rich visualizations in minutes

• Share insights securely

For Business Leaders

• Lift and shift on-premises analytic applications to secure cloud

• Advance enterprise platform with embedded visual analytics

• Test and development sandbox for new analytic applications

• Project Acceleration – unlock the log jam

For Oracle BI Customers

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Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |

• Single app across on-premises and cloud solutions

• Secure through Continued updates with Oracle Mobile Security Suite

• Find and Share insights using native OS methods

• Notify with integration of consumer wearables

• Broadcast your ideas with GoogleCast devices

Talk with your Data and simplify visual analysis

Oracle BI Mobile

14

Page 15: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

No Compromise Platform for the Future

NEW WAY OLD WAY

Consumer Experience

Enriched Data Model

Personal data mash ups

Visual Analytics

Mobile and Wearables

IT Administrators

Controlled Data Model

Enterprise Data

Reporting & Analysis

Desktop Dashboards

Cloud and Hybrid On-premises

15

Page 16: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved. 16

Visual Analytics in Every Solution

Oracle BI Enterprise Edition 12c Data Visualization Desktop

Data Visualization Cloud Service Business Intelligence Cloud Service

Big Data Discovery

CLOUD ON-PREMISE

BIG DATA STACK Big Data Discovery Cloud Service

Enterprise Analytics BI Applications

Page 17: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | 17

Oracle Business Intelligence 12c

• Embedded Data Visualization

• Modern interface design

• Advanced analytics inside

• Reimagined mobile experience

• In-memory performance optimization

• Simpler administration

One Integrated Platform

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Copyright © 2015 Oracle and/or its affiliates. All rights reserved. 18

Oracle BI 12c Highlights

Simplify Administration and Lower TCO

Improve Performance with In-Memory Computing

Enhance Mobile Experience

Enhance User Experience

Enable Advanced Analytics for Everyone

Support More Data Sources

Oracle Data Visualization

Visual Analysis

Rich Data Mash-ups

Oracle Business Intelligence Upgrade

Page 19: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

Oracle Business Intelligence 11g

Interactive Dashboards

Published Reporting

Ad-hoc Reporting

Office Integration

Mobile

Information Delivery

Common Enterprise Information Model

Enterprise Data Physical Logical Presentation

Connections Dimensions

Mappings Calculations Security

Categorization

IT friendly

Governance, Singular semantic, Enterprise ready

Page 20: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

Oracle Business Intelligence 12c

Interactive Dashboards

Published Reporting

Ad-hoc Reporting

Office Integration

Mobile

Information Delivery

Common Enterprise Information Model

Enterprise Data Physical Logical Presentation

Connections Dimensions

Mappings Calculations Security

Categorization

Personal / Departmental Data

Data Mashup

Keyword Queries

Mobile Authoring

Visual Exploration

Oracle Data Visualization

Business user friendly

Ease of Use, Agile, Self-service

IT friendly

Governance, Singular semantic, Enterprise ready

AND

Page 21: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

New Oracle Alta UI

• Focus on Data

• Minimal Chrome

• Browser and mobile support

• Clean page design

• Consistent across Oracle products - cloud and on-Premises

21

A modern application design system

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Copyright © 2015 Oracle and/or its affiliates. All rights reserved. 22

Refined “Classic” BI Home Page

• Makes better use of space and incorporates common Oracle 12c header

• Strikes a balance between new design patterns and providing a familiar environment for 11g users

Page 23: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

Many More Usability Improvements..

• Enhanced Subject Area pane – Search, reorder, refresh and reload metadata elements

• Improved view rendering – New Heat Matrix view type

– HTML-5 graphics

• Direct interaction with results – Directly edit view properties

– New Graph and Pivot Table Sorting Capabilities

– Easily create New Groups, Calculated Items and Measures

23

New Search Feature:

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Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

Key Enhancements – Operations

Backup and Restore of Applications One application = one file.

1 file to rule them all

Includes RPD, Webcat, Security policies, & dependencies

Test to Production Copy one file to move from test to production

Clone Service Instance Copy one file to clone an instance of an application

Move Service Instance Move one file to clone an instance of an application

Upgrade one file to upgrade to upgrade an application

BI Technology 12c 24

One Application = one file (BI Application Archive – BAR file)

Page 25: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

Radically Simple and Robust Upgrade from 11g

Oracle Confidential – Internal/Restricted/Highly Restricted 25

• Move a single file from 11g to upgrade applications to 12c

• A way to perform automated regression testing on any two compatible Oracle BIEE environments

– Works within and across 11g and 12c versions

– Works on Linux and Windows

• Automated testing via free Baseline Validation Tool

– Can be used for future 12c upgrades

Baseline Validation Tool

Data Verification Compare results (actual numbers and text)

Logical Query Verification Capture system-generated logical SQL

Visual Verification Visually compare reports and dashboards

BI Catalog Verification Compare catalog object metadata

Page 26: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

Oracle BI Baseline Validation Tool

Val

idat

ion

To

ol Data

Visual

Catalog

Logical Query

Pre-Upgrade / Existing OBIEE Environment

Post-Upgrade / New OBIEE

Environment

Page 27: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

• Improves interoperability between products & releases

– Oracle Cloud Service

– Oracle BI Enterprise Edition

– Oracle Fusion Applications

– Oracle BI Applications

• New features available to all users more quickly regardless of product used

• Improved product quality and performance due to variety of use, expanded adoption, and additional testing

Single Release Stream for On-Premises and Cloud

Oracle Confidential – Internal/Restricted/Highly Restricted 27

Oracle 12c platform underpins all Oracle BI distributions

Page 28: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

OBIEE 12c In-Memory Analytics

28

In-Memory Computing in OBIEE

In-Memory Databases Oracle DB and Essbase

Offloading computing to Spark

Faster rollups, sorting, in-memory compression,

etc.

Certified with Oracle 12c In-Memory Option, extensive In-memory enhancements

in Essbase

Spark as an in-memory cache for BI server

(roadmap)

Page 29: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved. 29

Visual Analytics in Every Solution

Oracle BI Enterprise Edition 12c Data Visualization Desktop

Data Visualization Cloud Service Business Intelligence Cloud Service

Big Data Discovery

CLOUD ON-PREMISE

BIG DATA STACK Big Data Discovery Cloud Service

Enterprise Analytics BI Applications

Page 30: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

Oracle’s Application Cloud

Global Human Resources Talent Management

Marketing Sales

Service Configure, Price, Quote

Social

Financials Procurement

Project Portfolio Mgmt

Transportation & Trade Materials Mgmt

Product Value Chain

• Rapid growth across new and existing customers

• Integrated business processes and actions

• Rapid insights with In-Place Analytics – Business Insight (OTBI)

Oracle Confidential 30

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Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

HCM Enterprise Analytics

• Strategic Analytics Designed for Human Resource Executives and Analysts

• Cross-functional analytics to drive improved hiring processes, top-performer retention, compensation policy, compliance, and more

• Support for HCM Cloud and Talent Cloud as well as PeopleSoft*, EBS*, and 3rd party sources* * Coming Soon

Page 32: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

Deployment Option: Cloud Data Sources

Cloud Services

Bespoke Systems

PeopleSoft Financials

OTBI-Enterprise

On Premise

Talent

Oracle HCM Cloud

Scenario:

Customer begins with the following on-

premises applications:

PeopleSoft Financials

Bespoke Management Systems

But Migrates the focus/data gravity to Oracle

Cloud, and implements

Oracle Core HR

Oracle Talent

3rd Party Cloud Services

Solution:

The OTBI-Enterprise Cloud Service will

extract and stage cloud data, and also allow

upload of On-Prem Data into the Data Mart

Oracle Storage Service

32 Oracle Confidential

3rd Party Cloud

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Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

Page 34: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

Coming Soon: ERP Enterprise Analytics

• Strategic Analytics Designed for Financial, Procurement, and Project Executives and Analysts

• Cross-functional analytics to drive improved cash flow, risk reduction, improved customer satisfaction, and more

• Support for Finance Cloud, Project Cloud, Procurement Cloud as well as PeopleSoft, EBS, and 3rd party sources

Roadmap

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Copyright © 2015 Oracle and/or its affiliates. All rights reserved. Oracle Confidential – Internal/Restricted/Highly Restricted 35

Roadmap

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Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

Coming Soon: Visual Analyzer for Enterprise Analytics

• Exploratory & Discovery Analytics Embedded in Enterprise Analytics

• Mashup External Data with Curated Enterprise Analytics Data

• Support Ad Hoc Data Analysis with Beautiful Interactive Visualizations

• Support Innovation through Strategic Analytics Platform

Roadmap

Page 37: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

What’s New in On-Premise BI Applications?

New Content Enhancements

Service Analytics Student Information Analytics Custom Hierarchies with DRM Project Analytics Manufacturing Project Procurement Student Information HR and Sales

New Financial Analytics Essbase GL Model for FSG

New Oracle Cloud Application Sources for Hybrid Analytics

Oracle Project Cloud

Oracle Procurement Cloud

Oracle Financials Cloud

Oracle Sales Cloud

Oracle HCM Cloud

Oracle Service Cloud

Oracle Talent Cloud

New Certifications and TCO

Page 38: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

HR: HCM Analytics

• Oracle Taleo Enterprise Cloud

– Supports Oracle Taleo Enterprise Cloud Service (Release 14A+)

• Taleo Content

– Taleo Recruit populates existing HR Analytics Recruiting

• Subject Areas

• Dashboards

• Reports

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Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

Finance: Essbase for GL Balances Reporting

• Provides FSG aggregate reporting - FSG rowsets loaded into “Financial Reporting” Dimension

• Introduces ragged hierarchies for GL Segment dimensions - i.e. Cost Center, Natural Account

• Supports Ledger security

• Provides access to Budget and Actual Data

• Optional Feature. Not part of Financial Analytics standard load plan

• Technote: Integrating Financial Analytics with Oracle Essbase (Doc ID 1954381.1)

39

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Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

Finance: Essbase for GL Balances Reporting

• Load plan executed from ODI Studio

– Runs after main DW load is complete

– Runs always in full mode

• Available also for non-FSG deployments that want to leverage Essbase reporting

– Load Hierarchies via CSV

– OOTB Sample Income Stmt and Balance Sheet hierarchies for reference

• Improves Query Performance on Multidimensional and Hierarchy analysis

40

Page 41: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

Last year we said….

• Commitment to platform support for 7.9.6.x – Windows 2012 support

– Informatica 9.6.1

– Oracle Database 12c

• Moving forward: – Adding BI Tech 12c Support

(to both 7.9.6.4 and 11g versions)

– Keeping up with updates in Apps Unlimited (AU) • e.g. EBS 12.2.5 when it becomes available

Oracle Confidential – Internal/Restricted/Highly Restricted 41

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Copyright © 2015 Oracle and/or its affiliates. All rights reserved. 42

Visual Analytics in Every Solution

Oracle BI Enterprise Edition 12c Data Visualization Desktop

Data Visualization Cloud Service Business Intelligence Cloud Service

Big Data Discovery

CLOUD ON-PREMISE

BIG DATA STACK Big Data Discovery Cloud Service

Enterprise Analytics BI Applications

Page 43: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

Enterprise Use of Hadoop Continues to Mature

3%

21%

76%

More Hadoop

Less Same More

43

0%

20%

40%

60%

80%

ETL Data Science Business Analytics

Hadoop Workloads

Today Future

Only 3% say they will do less with Hadoop over

the next 12 months

While ETL rules Hadoop’s first phase, Business Analytics will be the focus of

Hadoop’s second phase

2015 Hadoop Maturity Survey, conducted by AtScale Inc.

Page 44: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

Requires a Fundamentally New Approach

44

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

Page 45: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

Find

45

• 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

Page 46: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

Explore

46

• 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

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Copyright © 2015 Oracle and/or its affiliates. All rights reserved. 47 47

• 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

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Copyright © 2015 Oracle and/or its affiliates. All rights reserved. 48

• 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

Page 49: Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Copyright © 2015 Oracle and/or its affiliates. All rights reserved.

Oracle Big Data Discovery. Technical Innovation on Hadoop

Oracle Confidential – Internal 49

Oracle Big Data Discovery Workloads

Hadoop Cluster (BDA or Commodity Hardware)

BDD node

data node

data node

data node

data node

name node

BDD Data Processing (Spark on YARN) • Profiling: catalog entry creation, data type &

language detection, schema configuration • Sampling: dgraph (index) file creation • Transforms: >150 data wrangling functions

shipped out-of-the-box • Enrichments: location (geo), text (cleanup,

sentiment, entity, key-phrase, whitelist tagging)

Self-Service Provisioning & Data Transfer • Personal Data: Import from JDBC, CSV and XLS to HDFS

In-Memory Discovery Indexes • For keyword search, faceted navigation and analytics • Indexes data and organizes as key value pairs • In-memory, columnar, multi-core architecture

Web Studio • Catalog, explore, transform and discover UI’s • Self service data provisioning to Hadoop • Metadata configuration and administration

Hadoop 2.x

Filesystem (HDFS)

Workload Mgmt (YARN)

Metadata (HCatalog)

Other Hadoop Workloads

MapReduce

Spark

Hive

Pig

Oracle Big Data SQL (BDA only)

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