Upload
government-technology
View
29
Download
3
Embed Size (px)
Citation preview
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
Big Data in GovernmentNot Just Big Data, All Data
Ralf DossmannDirector Sales Engineering Oracle Public Sector
Analytics Roadmap
Copyright © 2014 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.
3
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
Agenda
1
2
3
4
Big Data in Government, Education & Healthcare
Overcoming Barriers to Big Data Adoption
Technology Foundation for Big Data Analytics
Next Steps
4
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
1. Fraud Prevention 2. Maintenance &Utilities
3. ConstituentSentiment
4. Threat Identification 5. Transportation 6. Healthcare
7. Regulatory Compliance, Licensing & Enforcement
8. Open Government 9. Revenue Management
Big Data Analytics in Public Sector
5
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
Transportation: Tampa Int’l Airport
• TPA set out to modernize their infrastructure and data acquisition strategy knowing better data integration and business analytics would strengthen their business and customer loyalty
• With better analysis helping them add new routes, they have seen a 6.7% Yearly Passenger Increase, the largest in year-over-year growth in a decade, with international traffic increasing by more than 14%
• 4.6% increase in revenues driven by greater analysis of the Authority’s parking, concessions and rental car businesses resulting in greater spend per passenger
• 150% reduction in Time to Complete Planning & Forecasting Process via more efficient resource and people management
• The success has provided Tampa International Airport sets a shift in paradigm – for a more proactive, strategic and operational excellence – all in an effort to better serve their customers.
Oracle Confidential – Internal 6
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
Transportation: RTD Denver
Oracle Confidential – Internal 7
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
Utilities
8
• Water and Electricity usage analysis, based on sensor and Smart Meter data
• Monitoring and maintenance of distribution equipment
• Service outage and spillage alerts directly to consumers
• Correlation with weather data for predictive analysis
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
Compliance MonitoringTargeting over-occupied buildings
Tax Delinquency
Foreclosure Proceedings
Year of Construction
Neighborhood Socioeconomic
Status
Large city improved audit rates from 13% to over 70%
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
Citizen Interaction Analysis
• OVERVIEW
– State was building a new web portal for citizens to browse and sign up for services
– Wanted to monitor use to improve the website and offer better recommendations
– Short timeline to go live in order to receive Federal funding
– Required integration of data from a wide variety of sources
• SOLUTION
– Oracle provided a complete and integrated Big Data software and hardware solution
– It was the only solution that could meet the project deadline, and easily integratewith other systems in the State data center
– Lower cost than a homebuilt solution
Connecting Government to Constituents
Deployed in production in less than 2 months
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
Big Data in HealthcareFinding relationships between genes and cancer types
17000 genes and five major cancer types
20 million medical publication abstracts
Genes from 60Million patients
• Frederick National Laboratory for Cancer Research
Winner, 2012 Government Big Data Solutions Award
Finalist, 2013 Excellence.Gov Awards
Laureate, 2013 Computerworld Honors Program
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
Big Data in Healthcare
12
Enhance data and information infrastructure.
“Washington’s Innovation Plan also leverages “big data” geographic information system mapping and hot spotting to provide detailed community level information, better enabling regional leaders to address health inequities through targeted initiatives aimed to improve the health of those most in need, and effectively measure progress over time.”
“..Healthier Washington is making an investment in the creation of an “Analytics, Interoperability and Measurement (AIM)” program. The intention of this program is to provide an innovative solution portfolio that provides data, analytic, reporting and measurement capacity to support Healthier Washington and the state agencies leading it..”
Source: http://www.hca.wa.gov/about-hca/healthier-washington
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
What Convergence Enables Innovation Using Big Data Analytics?
14
New Generation of Analytic Tools
Massive Storage and Processing Power
Unprecedented Volumes of Data
Defining Algorithmic Business, March 2016, Gartner
The confluence of three trends —unprecedented volumes of data, massively
increased processing power, and new analytic tools — creates a "tipping point" beyond which differentiated algorithms
become central to competition.
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
But Innovation Hindered by Common Challenges at Every Level
15
Data ConcernsSkill Gaps Funding Issues
“Don’t have Data Science or relevant
IT expertise”
“Analysts want to help, but don’t have
the skills”
“We have the talent but our resources
are completely overwhelmed”
“Don’t have any relevant big data
sources or content”
“Want access to a wider range of big
data sources”
“Time consuming and hard to
integrate and model diverse data”
“Upfront investment needed
is prohibitive”
“Costly to maintain complex technical
environment”
“Business reluctant to fund projects
when ROI is unclear”
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
Oracle Big Data DiscoveryChanging the Game for Agile Government Innovation on Big Data
Profile
Easily add data and see it automatically
and continuously cataloged, enriched
and related
Find
Use familiar guided search across massive
amounts of diverse data
Understand
Know what’s important from
diagnostic analysis of millions of data
characteristics
Transform
Powerful tools to quickly clean up
and wrangle dirty data so it’s
ready to go
Discover
Uncover valuable new
insights
Collaborate
Publish, share and evolve as you learn
more
Predict
Use new insights to define and
refine predictive models
16
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
Execution
Innovation
#StrataHadoop - Oracle Big Data Architecture
Comprehensive Oracle Solution for Big Data
WarehouseFactoryReservoir
Data Streaming
Data Platform
Discovery Lab
Analytics
APIs
Enterprise Data
Other Data Sources
Data Streams
BusinessData
Social/LogData
Model FirstAnalytics
• Reporting-oriented• Often enterprise wide
in scope, cross LoB• “you know the
questions to ask”
Reports & Dashboards
Data FirstAnalytics
• Data Exploration• Highly visual and/or
interactive• “you don’t know the
questions to ask”
Discovery
• Telematics• Industry Services• Internet of Things• Sentiment
DataServices
ApacheOracleNoSQL
OracleCAF & OEP
Oracle Data Integration & Governance
Oracle Database& Big Data SQL
OracleR
OracleBig Data
Discovery
OracleBusiness
Intelligence
OracleBig Data
Discovery
Apache
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
Execution
Innovation
#StrataHadoop - Oracle Big Data Architecture
Integrated Oracle Engineered Systems for Big Data
Data Streaming
Data Platform
Discovery Lab
Analytics
APIs
Enterprise Data
Other Data Sources
Data Streams
BusinessData
Social/LogData
Model FirstAnalytics
• Reporting-oriented• Often enterprise wide
in scope, cross LoB• “you know the
questions to ask”
Reports & Dashboards
Data FirstAnalytics
• Data Exploration• Highly visual and/or
interactive• “you don’t know the
questions to ask”
Discovery
• Telematics• Industry Services• Internet of Things• Sentiment
DataServices
APIs
Analytics
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
Execution
Innovation
#StrataHadoop - Oracle Big Data Architecture
Visionary Oracle Cloud for Big Data
Data Platform
Discovery Lab
Analytics
APIs
Enterprise Data
Other Data Sources
Data Streams
BusinessData
Social/LogData
Model FirstAnalytics
• Reporting-oriented• Often enterprise wide
in scope, cross LoB• “you know the
questions to ask”
Reports & Dashboards
Data FirstAnalytics
• Data Exploration• Highly visual and/or
interactive• “you don’t know the
questions to ask”
Discovery
• Telematics• Industry Services• Internet of Things• Sentiment
DataServices
Data Streaming
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
In The Cloud
On-Premise
Oracle Business Analytics & Big Data Strategy
AnyData
Packaged Analytic Applications
Engineered Systems
Overview
Full Suite of Analytic Tools
20
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
Conclusion
• Big Data is rapidly evolving
• Scope, value and definitions will continue to mature
• Value is found in the combining of datasets and analytics
• New data sources will require new tools
• Big Data complements existing technologies rather than replace them
• Big Data must be integrated into the rest of the enterprise
• Successful projects will identify key use cases with narrow scope
21
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
YouTube Channel: Oracle Big Data
23
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
Download Oracle Big Data Lite from OTN
Oracle Confidential – Internal 24
Incl. Tutorials and hands-on labs
Software:Oracle LinuxDB 12cBig Data ConnectorsCloudera CDHOracle NoSQLJdeveloperSQLDeveloperOracle R…
Copyright © 2016 Oracle and/or its affiliates. All rights reserved. | Oracle Confidential – Internal Use Only 26