Marco Albertoni Big Data and Analytics · Marco Albertoni Big Data and Analytics . ... Information...
Transcript of Marco Albertoni Big Data and Analytics · Marco Albertoni Big Data and Analytics . ... Information...
© 2014 IBM Corporation 3
By 2015, 80% of all available data will be uncertain
1 in 3 Make decisions on
untrustworthy data
1 in 2 Lack information
they need
60% Have too much
data
Glo
bal
Data
Vo
lum
e i
n E
xab
yte
s
Multiple sources: IDC,Cisco
100
90
80
70
60
50
40
30
20
10
Ag
gre
gate
Un
cert
ain
ty %
9000
8000
7000
6000
5000
4000
3000
2000
1000
0 2005 2010 2015
Sensors
Enterprise Data
VoIP
Social media
Internet of things
Video, Audio and Text
Rising Uncertainty = Declining Confidence
We are
here.
© 2014 IBM Corporation 4
To manage risk and create agility, embrace all data
Data Uncertainty
Managing the reliability and
predictability of inherently imprecise
data types.
Volume Variety Velocity Veracity
Data at Scale
Terabytes to petabytes of data
Data in Many Forms
Structured, unstructured, text,
multimedia
Data in Motion
Analysis of streaming data to enable decisions
within fractions of a second.
© 2014 IBM Corporation 5
A new architecture is required
Data in Motion
Data in Many Forms
Data at Rest
Information Ingestion
and Operational Information
Landing Area, Analytics Zone
and Archive
Exploration, Integrated
Warehouse, and
Mart Zones
Real-time
Analytics Decision-Making
Business Processes
Point of Interaction
Information Governance, Security & Business Continuity
Security, Systems, Storage and Cloud
Cognitive Computing
Real-time Analytics
& Decision
Management
Planning &
Forecasting
Predictive Analytics
& Content Analytics
Reporting, Analysis
& Dashboards
Data Discovery
& Visualization
© 2014 IBM Corporation 6
IBM Big Data & Analytics: Reference Architecture
Data in Motion
Data in Many Forms
Data at Rest
Information Ingestion
and Operational Information
Landing Area, Analytics Zone
and Archive
Exploration, Integrated
Warehouse, and
Mart Zones
Real-time
Analytics Decision-Making
Business Processes
Point of Interaction
Information Governance, Security & Business Continuity
Security, Systems, Storage and Cloud
Cognitive Computing
Real-time Analytics
& Decision
Management
Planning &
Forecasting
Predictive Analytics
& Content Analytics
Reporting, Analysis
& Dashboards
Data Discovery
& Visualization
© 2014 IBM Corporation 7
• Broadest set of capabilities across big data and analytics
• Pre-integrated components accelerate value
• Pre-built industry and horizontal solutions
• Integration and optimization with storage and infrastructure
• Delivered in multiple forms: software, appliance, and cloud
• World-class consulting and implementation drives innovation and value
IBM Big Data & Analytics: Value Proposition
CONSULTING and IMPLEMENTATION SERVICES
Performance
Management
Content
Analytics Decision
Management
Risk
Analytics
Business Intelligence and Predictive Analytics
ANALYTICS
Information Integration and Governance
BIG DATA PLATFORM
Content
Management
Data
Warehouse
Stream
Computing
Hadoop
System
Sales Marketing Finance Risk IT Operations HR
SOLUTIONS
Watson and Industry Solutions
BIG DATA & ANALYTICS INFRASTRUCTURE
Scale
Management
Data
Optimization
Low Latency
Resources
Parallel
Processing
© 2014 IBM Corporation 8
• Harness and Analyze all Data
• Enable Full Spectrum of Analytics
• Govern & Protect All Data
• Optimize Big Data & Analytics Infrastructure
• Data-driven Products and Services
• Non-traditional Partnerships
• Mass Experimentation
• Acquisition
• Personalization
• Profitability
• Retention
Acquire, grow, retain customers
Optimize operations;
counter fraud & threats
Maximize Insight, Ensure Trust,
Improve IT economics
Transform management
processes
Create new business models
• Business Process Operations
• Infrastructure & Asset Efficiency
• Counter Fraud
• Public Safety & Defense
• Planning & Performance Management
• Disclosure Management & Financial Close
• Incentive Compensation Management
• Human Capital Management
Manage Risk
• Risk Adjusted Performance
• Financial Risk
• Operational Risk
• Financial Crimes
• IT Risk & Security
IBM Big Data & Analytics: Focus on CxO
© 2014 IBM Corporation 9
IBM Big Data & Analytics: Focus on Industry Solutions
Insurance
• 360˚ View of Domain
or Subject
• Catastrophe Modeling
• Fraud & Abuse
Banking
• Optimizing Offers and
Cross-sell
• Customer Service and
Call Center Efficiency
Telco
• Pro-active Call Center
• Network Analytics
• Location Based
Services
Energy & Utilities
• Smart Meter Analytics
• Distribution Load
Forecasting/Scheduling
• Condition Based
Maintenance
Media & Entertainment
• Business process
transformation
• Audience & Marketing
Optimization
Retail
• Actionable Customer
Insight
• Merchandise
Optimization
• Dynamic Pricing
Travel & Transport
• Customer Analytics &
Loyalty Marketing
• Predictive Maintenance
Analytics
Consumer Products
• Shelf Availability
• Promotional Spend
Optimization
• Merchandising
Compliance
Government
• Civilian Services
• Defense & Intelligence
• Tax & Treasury Services
Healthcare
• Measure & Act on
Population Health
Outcomes
• Engage Consumers in
their Healthcare
Automotive
• Advanced Condition
Monitoring
• Data Warehouse
Optimization
Life Sciences
• Increase visibility into
drug safety and
effectiveness
Chemical & Petroleum
• Operational Surveillance,
Analysis & Optimization
• Data Warehouse
Consolidation, Integration
& Augmentation
Aerospace & Defense
• Uniform Information
Access Platform
• Data Warehouse
Optimization
Electronics
• Customer/ Channel
Analytics
• Advanced Condition
Monitoring
© 2014 IBM Corporation 10
IBM Big Data & Analytics: Exponential Growth
Source: IBM. Note: All numbers used are cumulative. 3/31/2013
1100 Business Partners
1640 Business Partners
2215 Business Partners
9th Analytics Solution
Center Opens in Ohio
170 Big data
Clients 85 Info Agenda Engagements
730 Big Data Clients
860 Info Agenda
Engagements
1040 Big Data Clients
2,300 Info Agenda
Engagements
1550 Big Data Clients 30,000
GBS Information and Analytics Engagements
3,810 Info Agenda
Engagements
10,000 Big Data University
Enrollments
40,000 Big Data University
Enrollments
108,000 Big Data University
Enrollments
2010 2011 2012 2013
40,000 AnalyticsZone.com
Members
© 2014 IBM Corporation 11
A year of innovation for Big Data & Analytics
Find and protect sensitive data
80% faster monitoring
PERFORMANCE MANAGEMENT and BUSINESS INTELLIGENCE
AGILE GOVERNANCE FOR ALL DATA
Single point of security for traditional, NoSQL, and big data
Cognos TM1 with Mobile contribution
Integrated metrics and scorecarding
Deploy on Cloud, zLinux, on premise.
Native mobile on iOS and Android
INFRASTRUCTURE
Analytics on POWER 7-14x lower TCO
X-86 innovation – 40% better perf efficiency
System x – open analytics on Linux
IBM Flash Systems for low latency analytics.
Real-time compression to access all relevant data
© 2014 IBM Corporation 12
http://www-03.ibm.com/press/us/en/pressrelease/42867.wss
Watson Announcement
IBM will invest more than $1 billion into the Watson Group
available for venture investments to support ecosystem of start ups and Businesses
IBM Watson Group will have a new headquarters at 51 Astor Place in New York City’s “Silicon Alley” technology hub
goal is to design, develop and accelerate the adoption of Watson cognitive technologies
• $1 Billion
• New Headquarter
• $100 Million
• 2.000 Professionals
© 2014 IBM Corporation 13
IBM Watson
family
IBM Watson
Advisors
IBM Watson
Solutions
IBM Watson
Foundations
IBM Watson
Cognitive Fabric Provides the big data and analytics
capabilities that fuel Watson
Products based on
Watson’s core
attributes and
capabilities
APIs, tools, methodologies,
SDKs, and infrastructure that
fuels Watson
Bespoke solutions designed to meet
some of industries most demanding
needs leveraging cognitive
capabilities
IBM Watson
Ecosystems
The Watson Developer Cloud, Watson Content Store and
Watson Talent Hub driving innovation from partners
The Watson family announcement
© 2014 IBM Corporation 14 14
– CIC –
PoliMI & IBM Collaborative Innovation Center
for Business Data Analytics
Workstreams:
• MSc (Master of Science) Studies • PhD Studies • Post-graduate experiences • Start-up & Spin-off companies • Corporate: Large/medium companies
Research & Innovation
CIC with Politecnico of Milan about Analytics
2013 - 2018
© 2014 IBM Corporation 15
IBM is the Right Partner Committed to Your Success
15
IBM understands all kinds of data and analytics • Game-Changing Innovation – such as Watson, BLU acceleration,
streaming analytics and expert integrated systems; 20 years of patent leadership
• Business-Ready Capabilities – big data and analytics capabilities,
integrated and hardened for serious use, with flexible deployment options
IBM knows how to turn data into value
• Client Expertise – deep industry know-how and solutions with global reach
• Strong Ecosystem – growing investment with 360+ business partners & 100+ universities
• Build on Current Investments – enhance existing analytics and information
infrastructure with unparalleled breadth and depth of new capabilities
•
IBM has invested in big data and analytics • $17B+ in Acquisitions – coupled with game-changing innovation since 2005
• Analytics Solution Centers – visited by 4000+ organizations accessing global expertise