Big Data Next Frontier for Innovation 032714 · 2017-12-23 · Implementing analytics and applying...
Transcript of Big Data Next Frontier for Innovation 032714 · 2017-12-23 · Implementing analytics and applying...
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Big Data: Next Frontier for Innovation
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Next Frontier for Innovation
Selim Burduroğlu
Global Innovation Evangelist & Architect
Education & Research Industries
03.26.14
@theselimb
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Big Things!
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Big Things!
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“The implementation of a state-of-the-art Data
Analytics program is the foundational platform
required for the three Discovery Themes to have a
transformative impact on the advancement of science
and technology research, education, and outreach
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and technology research, education, and outreach
across the university.”
—David Cole, Professor and Ohio Research Scholar, School of Earth
Sciences, College of Arts and Sciences
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“The notion of “Big Data” has created a stir and
promises to revolutionize all walks of human endeavor
ranging from the financial industry to the health-care
industry, from the social sciences (e.g., study of
personalized and social interactions) to engineering (e.g.,
analyzing sensory data from the manufacturing process),
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analyzing sensory data from the manufacturing process),
and from scientific discovery to cyber-security.”
—David Tomasko, Professor of Chemical and Biomolecular Engineering, Associate Dean for
Undergraduate Education and Student Services, College of Engineering
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“Data Analytics includes the set of skills necessary to
identify how to manage, represent and manipulate large
and complex data stores, how to abstract, model, and
effectively analyze such data to facilitate the identification
and evaluation of appropriate hypothesis and actionable
patterns, and how to create quantitative visual cues to
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patterns, and how to create quantitative visual cues to
help explain and take informed decisions from those
data.”
—David Tomasko, Professor of Chemical and Biomolecular Engineering, Associate Dean for
Undergraduate Education and Student Services, College of Engineering
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Big Data Defined
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Big Data Defined
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Source - http://jeffhurtblog.com
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Copyright © 2014, Oracle and/or its affiliates. All rights reserved. 21 Source: Julian Carver
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Where does Big Data
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Big Data
come from?
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#Genlike Generation
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Affordability and Transparency
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http://www.whitehouse.gov/issues/education/higher-education/college-score-card
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The Rise of the MOOCs
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Google announces Android software
for wearable techLaunching a new software development kit, Google is preparing
for a new market of smartwatches and other wearable
technologies - starting with a Motorola ‘moto 360’ watch in
summer 2014
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summer 2014
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2014 Survey of College and University Presidents
50%
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50% of campus leaders agree that President Obama's plan to
collect and report data on college outcomes is appropriate
- but just 13 percent are confident that the data will be accurately
collected and reported.
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Machine to Machine EraInfinite Possibilities – By 2020
People in the WORLD
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CONNECTED Devices
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History of Big Data
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Big Data
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1943
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Records Department of FBI
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1998
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Implementing analytics and applying it to
make data driven decisions is a major
differentiator between high performing and
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differentiator between high performing and
low performing organizations.
Big Data: The Next Frontier for Innovation, Competition and Productivity
McKinsey Global Institute. 2012
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What Makes it Big Data?
SOCIAL
BLOG
101100101001
001001101010
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VOLUME VELOCITY VARIETY VALUE
SMART
METER
001001101010
101011100101
010100100101
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Thoughts Things Processes
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Thoughts Things Processes
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Thoughts Things Processes
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People to Machine (P2M)Ohio State Doctor Shows Promise of Google Glass in Live Surgery
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Islands
of DataStale Data
Drowning in
Spreadsheets
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Gather and
Organize All Data
of Data
Lack of
Data Skill
Stale DataSpreadsheets
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12%
Produce Data
The Big Data Problem and Opportunity
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Use Data
12%
Executives who feel they
understand the impact data
will have on their organizations
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Capture massive data volumes
Produce Data
How do you shrink this gap?
Oracle’s Strategy for Big Data
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Analyze all data
Secure and unify the data platform
Use Data
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Big Data Connectors and Data Integrator
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Big Data Appliance+
Hadoop / NoSQL
Exadata+
Oracle Database
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Technically, Hadoop consists of
two key services:
Reliable data storage using the
Hadoop Distributed File System
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Hadoop Distributed File System
(HDFS) and high-performance
parallel data processing using a
technique called MapReduce
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Hadoop is a large-scale distributed
batch processing infrastructure. While it
can be used on a single machine, its
true power lies in its ability to scale to
hundreds or thousands of computers,
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hundreds or thousands of computers,
each with several processor cores.
Hadoop is also designed to efficiently
distribute large amounts of work across
a set of machines.
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Capture massive data volumes
Produce Data
How do you shrink this gap?
Oracle’s Strategy for Big Data
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Analyze all data
Secure and unify the data platform
Use Data
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Analyze All Your Data In-Place
Advanced
Analytics
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Big Data Appliance+
Hadoop / NoSQL
Exadata+
Oracle Database
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Expose All Data to End Users
Endeca
OBI EE
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Big Data Appliance+
Hadoop / NoSQL
Exadata+
Oracle Database
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Capture massive data volumes
Produce Data
How do you shrink this gap?
Oracle’s Strategy for Big Data
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Analyze all data
Secure and unify the data platform
Use Data
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Large, Research Intensive University
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Exadata+
Oracle Database
Data Reservoir
Big Data Appliance+
Hadoop
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Securing Big Data
� Increasingly, Big Data solutions
are capturing sensitive information
must be protected and audited
� This is no different than critical
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� This is no different than critical
data stored in an RDBMS
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Enhanced Big Data Security
Authenticateusers with secure Kerberos protocol
Authorizeaccess to data with fine grained controls
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Auditactivity and access with Oracle Audit Vault and Database Firewall
Encryptdata as it flows thru the system
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Capture massive data volumes
Produce Data
How do you shrink this gap?
Oracle Strategy for Big Data
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Analyze all data
Secure and unify the data platformUse Data
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Advanced Query & Analysis Full Power of SQL and Advanced Analytics
Transparent to ApplicationsNo Changes to Application Code
Single View of All Data Unified Metadata Across RDBMS & Hadoop
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Unified Data Platform
Unified Metadata Across RDBMS & Hadoop
Fastest Performance Utilize SQL Processing Across the Platform
Leverage Existing Skills Lower Cost & Complexity of Big Data Adoption
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Skills Gap
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Skills Gap
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190,000Projected Shortage
In Data Scientists
By 2018
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“Data ScientistN.the sexiest job
in the 21st century”
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Big Data…
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Big Data…
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“Every day I wake up and ask, How can I
flow data better, manage data better,
analyze data better?”
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Retail and Consumer
Insights with Big Data
analyze data better?”
Rollin Ford, CIO, WalMartSource: The Economist, “Data, Data Everywhere”
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Analytics 3.0
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Analytics 3.0
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Analytics 3.0 – The Era of ImpactTom Davenport – IIA
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http://iianalytics.com/a3/
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“N In the coming years, 75 to 80 percent of
new cloud applications will be data-intensive, and data is
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new cloud applications will be data-intensive, and data is
becoming much more strategic than applications.”
Frank Gens – International Data Corporation (IDC)) Analyst
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Analytics 3.0 Reference Architecture
SocialSocial
Expert System
Real-Time Decisions
Event Processing
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Information
Discovery
Sensors
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Oracle Integrated Solution for Big Data
Hadoop
Data
base
Analy
tics
Data
Warehouse
Analytic
Applications
Oracle NoSQLDatabase
HDFS
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ORGANIZE
Oracle Big Data
Connectors
ANALYZE
In-D
ata
base
Analy
tics
Warehouse
DECIDE
Interactive
Discovery
ACQUIRE
Database
EnterpriseApplications
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Ma
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ge
men
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cu
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, G
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ec
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Ma
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cu
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, G
ove
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eS
ec
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ty, G
ove
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nc
e
WarehouseWarehouse
ODSODS
AnalyzeAnalyze
Text AnalyticsText AnalyticsText AnalyticsText Analytics
ScorecardsScorecards
DashboardsDashboards
Query ReportingQuery Reporting
ScorecardsScorecards
DashboardsDashboards
Query ReportingQuery Reporting
RealReal--Time Time
DecisionsDecisions
RealReal--Time Time
DecisionsDecisions
EPM, BI, SocialEPM, BI, Social
ApplicationsApplications
EPM, BI, SocialEPM, BI, Social
ApplicationsApplications
DecideDecide
RealReal--TimeTimeRealReal--TimeTime
Streaming Streaming Streaming Streaming
ETL/ELTETL/ELTETL/ELTETL/ELT
ChangeDCChangeDCChangeDCChangeDC
OrganizeOrganize
TransactionsTransactions
Master &
Reference
Master &
Reference
Str
uctu
red
Machine
Generated
Machine
Generated
Sem
i-str
uctu
red
DataData
DBMS
(OLTP)
DBMS
(OLTP)
AcquireAcquire
Files
Oracle Big Data Architecture Capabilities
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Ma
na
ge
men
tM
an
ag
em
en
t
Se
cu
rity
, G
ove
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nc
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Ma
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e
InIn--Database Database
AnalyticsAnalytics
InIn--Database Database
AnalyticsAnalytics
Graph ModelGraph ModelAdvancedAdvanced
AnalyticsAnalytics
AdvancedAdvanced
AnalyticsAnalytics
InteractiveInteractive
DiscoveryDiscovery
InteractiveInteractive
DiscoveryDiscovery
Text AnalyticsText Analytics
and Searchand Search
Text AnalyticsText Analytics
and Searchand SearchStreaming Streaming
Event Event
ProcessingProcessing
Streaming Streaming
Event Event
ProcessingProcessing
Hadoop Hadoop
(MapReduce)(MapReduce)
Hadoop Hadoop
(MapReduce)(MapReduce)
GeneratedGenerated
Social MediaSocial Media
Text, Image
Video, Audio
Text, Image
Video, AudioUn
str
uctu
red
Sem
istr
uctu
red
Specialized
Hardware
Specialized
HardwareIn MemoryIn Memory
AnalyticsAnalytics
In MemoryIn Memory
AnalyticsAnalytics
RDBMSRDBMS
ClusterCluster
RDBMSRDBMS
ClusterCluster
Big DataBig Data
ClusterCluster
Big DataBig Data
ClusterCluster
High SpeedHigh Speed
NetworkNetwork
High SpeedHigh Speed
NetworkNetwork
NoSQLNoSQL
HDFSHDFS
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• Demand for Accountability and Transparency
• Fueled by Funding Shortages
• Increased Consumer Like Services
Why Now?Big – Fast – Smart – Hyper Data
• To be Competitive in Global Knowledge Economy
• 7 Billion People in the World only 317 Millions are Americans
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• 7 Billion People in the World only 317 Millions are Americans
• To Lead – Everyone needs to be educated and equipped with the skills
of the future
• Innovates use of disruptive technologies such as Cloud, Social,
Analytics, and Mobile...can make Education
• More Accessible, Affordable, and Relevant
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21ST Century LearningEssential Ingredients
�Proficiency
�Personalized
�Data-Driven
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�Science of Learning
�Data-Driven
�Exploit Technology to Enhance Learning Experience
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Big Idea About Big Data for Education & ResearchWhy?
• Increase the quality of decisions made by:
• Students
• Faculty
Advisors/Counselors
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• Advisors/Counselors
• Chief Business Officers
• Colleges
• Principal Investigators (PIs)
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Big Data in EducationK
� Help predict student success
� Improve graduation rates and student retention
� Determine what learner does know and does not know
� Monitor student’s behavior and level of engagement
The Future is Now!
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� Monitor student’s behavior and level of engagement
� Trigger alerts when the learner is getting of track, bored, or
frustrated
� Increase engagement with game mechanics
� And moreN
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Closed-Loop Student Success & Experience
Consolidate
IDEN
ANA
LYZ
E
ENG
ACQUIRE
Knowled
ge &
Skills
ADV
INT
ERV
ENE
ENH
GROW
Profess
ional &
Person
al
PREDICT
ANALYZEACQUIREEMPOWER
Knowledge &
INTERVENE
GROWProfessional &
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IDEN
TIFY
ENG
AGE
ADV
ANC
E
ENH
ANC
E
al
IDENTIFYENGAGE
Knowledge &
Skills
SUCCEED ENHANCE
Professional &
Personal
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When we understand the differences in
our student needs, and drive our services
based on that fact based decision making,
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based on that fact based decision making,
we will give them the soil they need to
flourish.
Anonymous
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Oracle Big Data ApplianceCost Effective High Performance Hadoop Appliance
� Fastest, Pre-Configured Hadoop Appliance
‒ Best-in-Class Pre-Integrated Software
� Superfast connectivity to Exadata: 15TB/Hour
‒ Partitioned & Non-partitioned; Online & Offline Loads
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‒ Partitioned & Non-partitioned; Online & Offline Loads
� Pre-integrated Software
‒ Linux, Java VM, Cloudera Distribution of Hadoop
‒ Oracle R Distribution & NoSQL Database
� Start Small, Add Servers, Add Storage
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Oracle ExadataCost Effective Fastest Database Machine
� Speed Up Query Performance 10-100X
‒ Smart-Scan eliminates IO Bottlenecks
‒ Flash Cache enable In-Memory Data Access
‒ Parallel Query provides Scale out Processing
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‒ Parallel Query provides Scale out Processing
� Fast, Cheap Storage
‒ Columnar Compression provides 10X Savings
‒ Capacity of Disk; IOs of Flash; Speed of D-RAM
� Start Small, Add Servers, Add Storage
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Oracle In-Memory DBMSFastest Query Performance
In-Memory Column Store
State columnSales
>100X Faster
� Scales Up or Scales out
for very large data sets
� Scans use super fast
SIMD vector instructions
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SIMD Compare all values in 1
cycle
Vector Compare all values in 1 cycle
Load multiple State values V
ecto
rR
eg
iste
r
“CA”
CPU
SIMD vector instructions
� Billions of rows/sec
scan rate per CPU core
� Joins up to 10X Faster
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Oracle DBMS SQL & RAnalyze Data across all your Systems
SQL
Hadoop Oracle Database
R � Expand the data and
users who can analyze
on Hadoop
� Use Full Power of Oracle
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� Use Full Power of Oracle
SQL and R on all data
� Stream Hadoop Resident
data through
Fast Big Data Connectors
IB
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Customer Examples
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National Cancer InstituteIdentifying Relationship between Gene to Cancer Interaction
17,000 Genes
5 Major Cancer Types
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60M Patients
20M Medical Publications
5 Major Cancer Types
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Location-based Mobile Billboard on Oracle Event Processing
Turkcell
1.5B Events Per Day
800K Events per Second
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800K Events per Second
50 Simultaneous Campaigns