© 2013 Cisco and/or its affiliates. All rights reserved. Cisco Confidential 1 Jorge Portugal [email protected] @jportuga Cisco Data Virtualization
© 2013 Cisco and/or its affiliates. All rights reserved. Cisco Confidential 1
Jorge Portugal
@jportuga
Cisco Data
Virtualization
Cisco Confidential 2© 2013 Cisco and/or its affiliates. All rights reserved.
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[...]Decisão
“guesswork”Intuição
Experiência
Probabilidades
...
InformaçãoDecisão
Fundamentada
Educated Decision
“Educated Guess”
Risco baixo
Risco elevado
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• http://data-informed.com/take-the-guesswork-out-of-talent-decisions-with-big-data/
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• Informação Interna às empresasEstruturada (bases de dados tradicionais, folhas de cálculo)
Não-estruturada (logs, imagens, emails, etc.)
• Informação externa às empresasRedes Sociais: Facebook;Twitter; Linkedin
Previsão metereológica
Posicionamento GPS
Histórico de cotações em bolsa
Histórico de resultados de jogos de futebol
Informação Sísmica
...
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Cisco Confidential 7© 2013-2014 Cisco and/or its affiliates. All rights reserved.
Worldwide Data Volume is Doubling Every Two Years
1. Source: Gartner, Inc., Mobile Devices, Worldwide, 2008-2015, 4Q11 Update4; 2. IDG Research; 3. McKinsey Global Institute; 4. Wikibon.org/bigdata
39x
increase in mobile
data between 2009–
20141
2B
mobile devices
sold in 20121
33%
of IT budgets
dedicated
to cloud projects2
86%
of enterprises doing
cloud projects2
40%
growth in volume
of data per year3
10x
growth in Big Data
market 2012–20174
MOBILITY CLOUD BIG DATA
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Cisco Confidential 10© 2013 Cisco and/or its affiliates. All rights reserved.
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Data is the core of digital business
Data is driving digital transformation and reshaping the way that businesses think about themselves and their competition.
Determining how to best utilize the massive amounts of data being generated in your business is vital to success. Big data is becoming increasingly pervasive across all industries, and companies that are data-driven are positioned to be successful disruptors.
Source: Cisco Consulting Services primary research, 2013
$7.3TCustomer
Engagement
Threat
MinimizationOrganizational
Effectiveness
Optimized
Operations
Data
Monetization
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• Wireless charging;
• Indoor location beacons;
• IoT (super high-tech Clover coffeemachines; smart refrigerators)
• Mobile e-commerce (+1 billionmobile transactions em 2013; 10 million people)
• High-performance wireless data
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• BBVA has acquired MadivaSoluciones, a Spanish startupspecialized on services basedon big data and cloudcomputing. The acquisition ispart of BBVA’s strategy to lead the banking industry in thedigital age.
9 December 2014
© 2013 Cisco and/or its affiliates. All rights reserved. Cisco Confidential 15
• Big Data
“Big data is an evolving term that describes any voluminous amount ofstructured, semistructured and unstructured data that has the potential to bemined for information.
Big data is often characterized by 3Vs: the extreme volume of data, the widevariety of data types and the velocity at which the data must be processed”
• Analytics
“Big data analytics is the process of examining large data sets to uncoverhidden patterns, unknown correlations, market trends, customer preferencesand other useful business information.”
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Dados Informação €€€
“uncover hidden patterns,
unknown correlations,
market trends, customer
preferences and other
useful business information”
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Big Data and Analytics use cases highlight the opportunity
EDUCATION & RESEARCH
Experiment sensor analysis
Historical data analysis
HEALTH CARE
Patient sensors, monitoring, EHRs
Quality of care
LAW ENFORCEMENT
& DEFENSE
Threat analysis - social media monitoring, photo analysis
CONSUMER
PACKAGED GOODS
Sentiment analysis Web and location analytics
MEDIA/
ENTERTAINMENT
Viewers / advertising effectiveness
Content monetization
TRAVEL &
TRANSPORTATION
Sensor analysis for optimal traffic flows
Customer sentiment
FINANCIAL SERVICES
Risk & portfolio analysis
New products
Fraud detection
ON-LINE SERVICES /
SOCIAL MEDIA
People & career matching
Web-site optimization
Sentiment analysis
UTILITIES
Smart Meter analysis for network capacity
Response times
LIFE SCIENCES
Clinical trials
Genomics
Product quality
COMMUNICATIONS
Location-based advertising
Social analysis
RETAIL
Consumer sentiment
Optimized marketing
Loss prevention
AUTOMOTIVE
Auto sensors reporting location
Risk analysis
HIGH TECHNOLOGY /
INDUSTRIAL MFG.
Manufacturing quality
Warranty analysis
OIL & GAS
Drilling exploration
Sensor analysis
Risk analysis
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Cisco offers a comprehensive set of Big Data & Analytics services…Effective data management, data preparation, and analytics are required and IT decision makers now require a Big Data capableintegrated infrastructure and analytic solutions architecture that can quickly adapt to today’s fast paced landscape.
Gather, cleanse and enrich
data
Data Prep lets business
analysts provide more
comprehensive insights,
deliver better business
outcomes at scale and
improve business and IT
productivity and cooperation.
Data Preparation
Combine data into a common
platform
Data Virtualization brings data from
multiple sources such as Hadoop,
cloud data sources, databases or
data stores, and presents them to
an analytics platform. This
provides a uniform interface from
which business intelligence and
analytics can leverage data.
Data Virtualization
Implement analytics at the point
of data
Through validations and integration
of these partner software platforms
on the UCS Integrated
Infrastructure for Big Data, Cisco
delivers proven performance and
agility required to deploy and scale
the big data and analytics
infrastructure.
Analytics
Bring data together
Cisco’s partnership with
Hadoop vendors such as
Cloudera, MapR,
Hortonworks and IBM creates
a common framework for true
data management.
Data Management Data Integration
Data Preparation Data Virtualization
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And a robust ISV Partner Ecosystem
Data Management
Hadoop
Massive Parallel Processing
No SQL
Analytics / Business Intelligence
Data Integration
Take advantage of the Cisco Partner Ecosystem to develop your data management, data integration and analytics needs.
Industry leading
partnerships
Tested and validated reference architectures to meet
performance, capacity and scale
Joint
engineering lab
Solution bundles optimized for cost of ownership and
ease of ordering
Extensive options for Data Management (Hadoop, MPP
and NoSQL) to meet your business needs
What you get:
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Planning and
Design
Implementation Optimization and
Solution Support
(roadmap)
Discovery
Workshop
Pre-Production
Pilot
Business Value
+ Business
Outcome
Strategy and
Assessment
Plan Build Manage
Architectural
Services Approach
Architectural
Deployment
Incremental Architectural
Change and Maintenance
An End-to-End Plan to Support Your Data Analytics Strategy
Day 2 Services
(roadmap)
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What is Cisco Data Virtualization?
Cisco Data Virtualization is agile data integration software that allows
. Our
integrated data platform
Present
Past Future
Data Warehouses
Marts & Cubes
Operational
Data StoresTransactional
Sources
File Systems
Big Data
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Architecture
Cisco Data Virtualization
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Cisco Data Virtualization Customers
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Key Financial Services Customers
Financial Services
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Business Pain:Data Silos Proliferating, Data Is Now Distributed Everywhere
Cloud Data
SourcesBig Data / IOE
Sources
Traditional Data
Sources
How Does the Business Leverage All the Data?
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*
What Key Challenges With Traditional Integration
• Design entire data warehouse (DW / MDM) schema
• Develop extract, transform, load (ETL) process
• Load and then refresh on batch basis
• Application gets data from DW / MDM
• Slow development cycle
• Replicated data
• Batch latencies
• Physical stores overhead
Traditional Approach
Challenges
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Cisco Data Virtualisation Shortens Development Lifecycle
Replication Development Life-cycle
Agile Lifecycle with Data Virtualisation
Requirement Analysis Data Modelling Build DW
/MDM hub
Build Reports Test
Higher degree of parallelism – shorter time to solution.
Risk is reduced; users see results sooner in the lifecycle and avoid lengthy reworking of the business requirements
Reports and Portals moved into production before all reports are completed, increasing overall productivity of the
project.
Requirement Analysis
First Reports Generated
Agile Updated Requirements
Initial DM Report 1 Test 1
Extend DM Report 2 Test 2
Extend DM Report 3 Test 3First Reports
Generated
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Operational
Databases
Enterprise
Application
s
“Big
Data”
Data
Warehouses
Third Party
Data
“The
Cloud”
Cisco Data Virtualization Offers Greater Agility
Discover Available Data• Across and beyond the enterprise
Integrate Needed Data• Physical, virtual, or cloud sources
Simplify Data Access • While complying with security and
governance policies
Gain Agility • Quickly and easily execute and refine
Share Valuable Data• Accessible through multiple analytic tools
Data Virtualization
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Reap the Value of Your Big Data Environment
Economically locate hot/cold
data in its proper place to fully
take advantage of your
technology investments
Optimized computing, and
network infrastructures
uniquely bundled for the job
Access not just current and
recent recent history but
extended historical data that
is typically archived and not
accessible Use a proven software,
network and computing
infrastructure to adopt big data
and logical data warehousingLeverage your company’s
massive data assets with
effective analytics for higher
productivity that addresses
business change
Control Costs
Improve Performance
Enhance Analytics
Competitive Advantage
Reduce Risk
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Immediate
Access
5-10x
Faster
Up to 75%
Cost Savings
Higher Impact More Agile Less Expensive
Cisco Data Virtualization
AnalyticsBusiness Intelligence
Cisco Data VirtualizationBetter Business Outcomes, Faster, for Less
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• Large volumes & diverse instruments challenge analysis and reporting
• CIS powers TORQCA virtual data warehouse.
◦ One place to go for trades, orders, receipts, quotes, cancels & admins
◦ Across all instruments & reference data
• Reporting consistency & agility, plus cost savings◦ $4.5M+ saved annually on first project
“Although a key strength of data virtualization is its ability to leave source data in place and provide an integrated view of the data in a virtual middle tier, we believe there is significant value in using data virtualization even if the user is only accessing a single data source.”
--Emile Werr, Vice President of Global Data Services
© 2013 Cisco and/or its affiliates. All rights reserved. Cisco Confidential 44
• Rapidly evolving merchandizing environment / growing IT backlog
• CIS-based Application Data Hub provides sales and inventory visibility
• More efficient operations
◦ 5% increase in merchandizing efficiency
◦ 2% reduction in obsolescence in the supply chain
“Thanks to CIS, CMG now offers greater visibility to relevant enterprise data in near real time to both CMG and our customers, resulting in significant value.”
--Sean Poccia, Sr. Director, Information Services
© 2013 Cisco and/or its affiliates. All rights reserved. Cisco Confidential 45
• Cisco Data Virtualization federates market, on-line and historical data on demand
• Historical data moved to Hadoopfor immediate access
• Expand credit risk algorithms
across 89 sources including
• Real-time market data
• Online data (30 days /
400 million records)
• Historical data on tape
(30 days to 5 years data)
Data Virtualization Solution Impact on CustomerCustomer Challenge
Barclays Capital
• Improved credit risk decision making and compliance using 5 year trend data
• Saved $1.Mm in development costs with SQL (vs. MapReduce) and no data warehouse
• Utilized Hadoop for price of tape
Thank you.