Oracle Big Data Cloud Services for Healthcare...•Big Data Architecture Workshop •Data Management...

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Oracle Big Data Cloud Services for Healthcare Improving IT Agility & Costs

Rick Maguire, Ph.D. , D.Sc. Academic Medical Center & Research Specialist


Meeting Agenda:

• Big Data Lab Concept in Research

• Oracle’s Big Data Story

• Where does Cloud Fit In?

• Oracle Big Data Discovery – Democratizing Access & Analysis of Data

• Big Data Partnership Model & Assets

Oracle Confidential – Internal/Restricted/Highly Restricted 2

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With the massive tsunami of increasing demands …

Increase Data Security

Rampant M&A Activity

Meaningful Use

Integrate With HIEs

Implement New EHR

Integrate Care Partners

Pt. Engagement Tools ?

Mobile Challenges

Big Data Strategy ?

IoT Strategy ?


What is Your Strategy to Avoid Capsize ?

− Out-recruit your peers & related industries for future talent?

− Consolidate & simplify current systems to reduce support needs?

− Outsource more services or systems?

− Reduce non-critical services?

− Leverage applications & infrastructure services in the Cloud?


Data Challenge in Research and Recommendations


• RECOMMENDATIONS CHALLENGE

• Analyze the data as it becomes available

• Decide what to archive and what to discard More data is being collected than

we can store

• Analyze the data wherever it resides Many data sets are too large to download

• Integrate and customize access to federated data

• Better Organize Data

Many data sets are heterogeneous in type, structure, semantics,

organization, granularity, accessibility …

• Extract and visualize actionable knowledge

• Evaluate results Utility of data limited by our ability

to interpret and use it

Oracle Data Analytics Lab

✔

✔

✔

✔


Oracle Big Data Analytics Platform Bring Analytics to the Data

Predictive Analytics

SQL Graph

Data Reservoir

Spatial


Precision Medicine Research Run Analytics on a Large Denominator of Genomic Data, NOT a subset

100s of

Patients

Query for Cohort

and Extract

Millions of

Patients

Oracle R Analytics

On All Data


Data Analytics Lab Capabilities

Combine and Access All Data

Discover and Predict, Fast

Govern and Secure All Data


Park It, Secure it, Share It Secure the Data Reservoir

Clinician 2

Clinician 1 Researcher

User Views

Data And Analytics

are First Class Objects

Protocol

Researcher

Diagnosis

Specimen Type

Medications

Procedure

Gene Data

Patient Name

DOB

Address

Date of Visit

Specimen ID

Procedure Date

Pathology Data

Data Analytics Lab

Security

Policies

Oracle Security

Applied to Datawarehouse AND Data Reservoir

Patient Name

DOB, Address

Date of Visit

Procedure Date

Diagnosis

Specimen-Type

Medications

Procedure-Type

Pathology Data

Protocol

Researcher

Gene Data


Data Analytics Lab Capabilities

Combine and Access All Data

Discover and Predict, Fast

Govern and Secure All Data


NSF: Data Challenge in Research and Recommendations NSF Big Data Program


• NSF RECOMMENDATIONS CHALLENGE

• Analyze the data as it becomes available

• Decide what to archive and what to discard More data is being collected than

we can store

• Analyze the data wherever it resides Many data sets are too large to download

• Integrate and customize access to federated data

• Better Organize Data



• Extract and visualize actionable knowledge

• Evaluate results Utility of data limited by our ability

to interpret and use it


✔

✔

✔

✔


Oracle’s Big Data Story

Oracle Confidential – Internal | Business Analytics Product Group


Cloud On-Premises

DEVELOP AND DEPLOY ANYWHERE

•Same Products •Same Architectures •Same Standards

Portability from On-Premises to Cloud and Back!

OpenStack

Oracle’s Cloud Strategy


Bring Oracle’s leading

Database and Middleware

Technology Software to

customers and partners

anywhere in the World

through the Internet

Oracle Cloud Platform Strategy

Software as a Service

Data as a Service

Platform as a Service

Infrastructure as a Service


Customers Have Multiple Options with the Cloud

Private

Deployment Model

Public

Hybrid

Applications

Platform

Infrastructure Subscribe

Managed

Build

Service Model Consumption Model


Big Data Practice recent enhancements

• Cloud Based Analytics

– New services Big Data Preparation Cloud, IoT, Big Data Discovery, BD SQL Cloud

– Big Data Spatial & Graph

• New Focused Practices – Teradata Optimization

– SAS Big Data Analytics Optimization

• Industry specific Big Data Applications – Data Models in Hadoop, Data Driven Digital Marketing Platforms,

– Predictive Genomic Precision Medicine & Research

– CMS Fraud Prevention, BCBS 239 compliance, CCAR, ORSA

– IoT Applications



Oracle Big Data On Prem / Cloud Capabilities

BIG DATA MANAGEMENT

BIG DATA INTEGRATION

BIG DATA ANALYTICS

BIG DATA INFRASTRUCTURE

CREATE VALUE

FROM DATA

• Get it there fast

• Automated Data

transformation

• Support all data types

• Cleanse the data

• Governance

• Query the data at rest

• Support All data types

• Find Innovation

• Promote it to Production

• Continuously improve

performance

• GeoSpatial capabilities

• Lowest cost platform to

run Hadoop

• Supports NOSQL DBs

• Integrates ALL Data

• Supports Genomics

Data Analysis at Scale

Data-as-a-

Service


Oracle Big Data On Prem / Cloud Products

BIG DATA MANAGEMENT

BIG DATA INTEGRATION

BIG DATA ANALYTICS

BIG DATA INFRASTRUCTURE

CREATE VALUE

FROM DATA

Data Integrator

GoldenGate

Big Data Prep

Big Data SQL 3.0

Big Data

Connectors

EDQ, OEMM

NO SQL DB

Big Data Discovery

Open Source R &

Oracle R on Structured

& Hadoop

Big Data Spatial and

Graph

RTD and Stream

Explorer

Big Data

Appliance –

Unstructured

Data

Exalytics, TT

IOT Cloud

Blue Kai &

DataLogix


Execution

Innovation

Oracle Big Data in the 4th Generation Architecture.

Warehouse Factory Reservoir

Data Streaming

Data Platform

Discovery Lab

Analytics

APIs

Enterprise Data

Other Data Sources

Data Streams

Business Data

Social/Log Data

Model First Analytics

• Reporting-oriented • Often enterprise wide

in scope, cross LoB • “you know the

questions to ask”

Reports & Dashboards

Data First Analytics

• Data Exploration • Highly visual and/or

interactive • “you don’t know the

questions to ask”

Discovery

• Telematics • Industry Services • Internet of Things • Sentiment

Data Services

Oracle Big Data

Appliance (BDA)


Execution

Innovation

#StrataHadoop - Oracle Big Data Architecture

Comprehensive Oracle Solution for Big Data

Warehouse Factory Reservoir

Data Streaming

Data Platform

Discovery Lab

Analytics

APIs

Enterprise Data

Other Data Sources

Data Streams

Business Data

Social/Log Data

Model First Analytics

• Reporting-oriented • Often enterprise wide

in scope, cross LoB • “you know the

questions to ask”

Reports & Dashboards

Data First Analytics

• Data Exploration • Highly visual and/or

interactive • “you don’t know the

questions to ask”

Discovery

• Telematics • Industry Services • Internet of Things • Sentiment

Data Services

Apache Oracle NoSQL

Oracle CAF & OEP

Oracle Data Integration & Governance

Oracle Database & Big Data SQL

Oracle R

Oracle Big Data

Discovery

Oracle Business

Intelligence

Oracle Big Data

Discovery

Apache


Oracle Big Data Analytics on Engineered Systems

SOURCES

DATA RESERVOIR DATA WAREHOUSE

Oracle Database

Oracle Industry Models

Oracle Advanced

Analytics

Oracle Spatial & Graph

Big Data Appliance

Apache Flume

Oracle GoldenGate

Oracle Event Processing

Cloudera Hadoop

Oracle NoSQL

Oracle R Advanced Analytics for Hadoop

Oracle R Distribution


Oracle Database

Oracle Industry Models

Oracle Advanced Analytics

Oracle R


Exadata

Oracle GoldenGate

Oracle Event Processing

Oracle Data Integrator

Oracle Big Data Connectors

Oracle Data Integrator

Find, Explore, Discover, Transform, Analyze, Share

Oracle Big Data Discovery


Next Steps 2-3 week Sprint process


• WORKSHOP to Finalize USE CASE CHALLENGE

• Big Data Architecture Workshop

• Data Management Insight Review More data is being collected than

we can store

• Data Science Sprint

• Big Data Cloud Service Workshop Many data sets are too large to

download


• Data Reservoir Workshop

• Big Data Discovery Workshop, Big Data Prep Cloud Service Workshop




• Big Data Cloud Preparation Cloud Service

• Big Data Discovery

Utility of data limited by our ability to interpret and use it


✔

✔

✔

✔


Not Easy to Get Analytic Value at Fast Enough Pace

24

Tool Complexity

• Early Hadoop tools only for experts

• Existing BI tools not designed for Hadoop

• Emerging solutions lack broad capabilities

80% effort

typically spent on

evaluating and

preparing data

Data Uncertainty

• Not familiar and overwhelming

• Potential value not obvious

• Requires significant manipulation

Overly dependent

on scarce and

highly skilled

resources


Master Catalogs

Charge Master

Billing Cost Allocation

Charge Capture

AP & AR Inventory

Purchasing

HR and Payroll Patient Accounting

Financial Reporting

Pharmacy & Formulary

User Definable Extensions

Provider Enterprise subject area coverage

Healthcare Data Model Source Domains

Consent & Advanced Directives

Case

Specimen

Trial (Clinical Study)

Survey

Family Incident

Parties Individuals / Orgs

Patient

Encounters

Coded Terminologies

Service Providers Diagnosis History

Procedures CPT,

Med Adm, Pat Edu

Observation (Lab Results, Vitals,

Assess)

Orders Scheduling Groups

Facility

Insurer

Substance

Claims & Payment (Reimbursement)

Related Groups

Related Entities

Devices

Intersection Entities

Imaging


Requires a Fundamentally New Approach

26

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


Oracle Big Data Discovery. The Visual Face of Hadoop

find explore transform discover share


Catalog

28

• 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


Explore

29

• 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 © 2014 Oracle and/or its affiliates. All rights reserved. | 30 30

• 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


• 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


You Need Access to Data to Make Strategic Decisions But It’s Dispersed Throughout the Healthcare Continuum

Academic Medical Center

Public Health

Specialty Clinic

Long-Term Care

Finance Research and Education

Home Health

Pharmacy Benefit Management

Payers

Hospital Diagnostic

Imaging Center

Physicians

Pharmacy

Clinical Documents

Reference Laboratory

Medical Supplier

Emergency Services

Clinical Research

Organization & Pharma

Government Insurance

Employer

Ambulatory Centers

Screening Registers


• 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

&

Collaborate

Oracle Big Data Cloud Services for Healthcare...•Big Data Architecture Workshop •Data Management...

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