Linux: a Disruptive Force — Then and NowLinux: a Disruptive Force — Then and Now Irving...
Transcript of Linux: a Disruptive Force — Then and NowLinux: a Disruptive Force — Then and Now Irving...
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Linux: a Disruptive Force — Then and Now
Irving Wladawsky-Berger
VP Emeritus and Strategic Advisor, IBM
Visiting Faculty, MIT and Imperial CollegeTextText
Text
LinuxCon - Vancouver; August 18, 2011
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Agenda
Linux then
Linux now
Linux in the future
Call to action
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LinuxWorld 2000
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2 05/17/11 Linux World.PRZ
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In 2000, Linux already a disruptive force
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IBM embraced Linux as a driver of “e-business” innovation
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The journey hasn’t always been easy, but Linux has prevailed
Almost 100 members, and growing…
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Agenda
Linux then
Linux now
‣ Cloud Computing
‣ Smarter Planet, Smarter Cities
Linux in the future
Call to action
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Continuing Technology Advances
Huge amounts of informationBillions of mobile devices; trillions of sensors
Massive computational power and storage capacityHigh bandwidth, wireless networks
. . .
10Friday, August 5, 11
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NetworkingTCP-IP
InformationWorld Wide Web
Communicationse-mail
. . .
Business, Government, . . .e-business
Services, Apps, . . .Cloud Computing
Internet
Continuing Evolution of the Internet
Collaboration, Blogs, Wikis, . . .Social Media
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Consumption Model:
The Mass Customization of Services
Delivery Model:
The Industrialization of Services
Cloud Computing: a consumption and delivery model
for services, apps, information, . . .
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~$6,000
1981 1994 2011+
Cost ~$2,000 $25-250
1%Penetration 10% 75%
PCMedia / device Laptop / internet Phone
Non existente-services potential Medium High
The last three decades have witnessed tremendous progress in global digital connectivity and ubiquity
The decreasing cost of technology is reducing the “digital divide” and democratizing access to consumer, business and government e-services of all sorts
Towards Ubiquitous Connectivity
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Clouds enable ubiquitous access to applications from an increasingly diverse set of devices
On demand self service
Anytime from any device
Decoupling data from device
Unified communications
Delivery of real time data and analysis
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Major factors driving cloud economics
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16 7
Eff
icie
ncy
Tra
nsfo
r matio
n
Economics of Computing are Changing
Cloud computing allows companies to rethink IT and reinvent the way they do business
Rethink IT
Reinvent Business
• Rapidly deliver services
• Integrate services across cloud
environments
• Increase efficiency
• Faster time to market for new services
• Focus on differentiated processes
• Meet changing customer expectations,
realtime access to technology
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Eff
icie
ncy
Tra
nsfo
r matio
n
Economics of Computing are Changing
Linux is Playing a Major Role in all Aspects of Cloud
Rethink IT
Reinvent Business
• Rapidly deliver services
• Integrate services across cloud
environments
• Increase efficiency
• Faster time to market for new services
• Focus on differentiated processes
• Meet changing customer expectations,
realtime access to technology
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The world is becoming
INSTRUMENTED.
The world is becoming
INTERCONNECTED.
All things are becoming
INTELLIGENT.
Smart Planet Leverage all these advances in IT to infuse intelligence into the way everything works
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The world is getting smarter
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Smarter cities like Dubuque, which will be enabled
by a Linux-based cloud and analytics solution
Linux is helping the world address them…
Smarter medicine: Astellas Pharma reduces drug
discovery with Linux clusters
Smarter oil and gas exploration with Shell,
simulating more and speculating less
Smarter traffic systems in Stockholm, driven
by Linux
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A Planet of Smart Cities•In 1900 only 13% of the world’s population lived in cities•Now, the majority of the world’s populations lives in cities•By 2050, cities will likely make up over 70% of the world’s population•Urban areas are expected to absorb all the planet’s population growth - 2.5 billion people - over the next four decades
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Smart Cities as Systems of Systems
EDUCATION • TRANSPORTATION • SOCIAL SERVICES • UTILITIES • ENERGY • HEALTHCARE • COMMUNICATIONS
RETAIL • AUTOMOTIVE • FINANCE • MANUFACTURING • FOOD • POSTAL SERVICE • MEDIA • DEFENSE • CUSTOMS
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Many system integrations are required to
make “anything” smarter
Much computing power is needed to
discover “new treatments for cancer”
Massive amounts of data from “smart power meters” must be read per hour
Very large numbers of images must be
captured, stored, managed and linked to
“billing and collection systems” in real
time
The challenges remain daunting…
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Linux is at the forefront of smarter solutions
The world is changing
+ + =A major
opportunity
Astellas Pharma has decreased
new drug development time by
90% with Linux HPC
Enemalta Corporation is transforming utility billing with a nationwide smart grid and Linux
servers
Queensland Motorways uses Linux
solutions to reduce bottlenecks for
smarter tollway management
© Steven GinnUsed with permission
Instrumented Interconnected Intelligent
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Agenda
Linux then
Linux now
Linux in the future
‣ Analytics
‣ Supercomputing
Call to action
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Globally, Integrated Systems, Enterprises and Economies
Regional, Local, Feudal EconomiesPrimitive Tools
Rise of Science, Technology, ToolsBeginnings of Industrialization
National EconomiesMajor industrial Advances
Multi-national corporations
Global, Digital EconomyIntegrated
OrganizationsThe World is Flat
Agricultural Economy
Early Industrial Economy
Late Industrial Economy
Information & Knowledge Economy
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Time / Complexity
Highly complex, unpredictable, emergent systems
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Advanced Analytics, Modeling and Optimization
Degree of Complexity
Co
mpe
titive
Ad
van
tag
e
Standard Reporting
Ad hoc reporting
Query/drill down
Alerts
Forecasting
Simulation
Predictive modeling
Optimization
What exactly is the problem?
What will happen next if ?
What could happen … ?
What if these trends continue?
What actions are needed?
How many, how often, where?
What happened?
Stochastic Optimization
Based on: Competing on Analytics, Davenport and Harris, 2007
Descriptive
Prescriptive
Predictive
How can we achieve the best outcome?
How can we achieve the best outcome including the effects of variability?
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The Evolution of “Intelligent” Machines
Time
Com
pute
r In
tellig
ence
Counting Machine
(Circa 1820)
ENIAC(Circa 1945)
Deep Blue(1997)
Watson(2010)
LearningSystems
Antikythera Astronomical
Computer(Circa 87 BC)
Abacus(Circa 3500
BC)
Napier’s rods(Circa 1600)
The New IT Frontier
System/360 (1964)
Cognitive
Bio-inspired
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Statistical, brute force approach based on analyzing vast
amounts of information using powerful computers and
sophisticated algorithms
Scales very nicely: the more information you have, the more
powerful the computer, the more sophisticated the analytical
algorithms . . . the better the results
Originated in science, especially high energy physics
Data mining in 1990s
Deep Blue (1997)
Watson (2011)
Information-based Intelligence
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© 2010 IBM Corporation
Want to Play Chess or Just Chat?
Chess– A finite, mathematically well-defined search space
– Limited number of moves and states
– All the symbols are completely grounded in the mathematical rules of the game
Human Language– Words by themselves have no meaning
– Only grounded in human cognition
– Words navigate, align and communicate an infinite space of intended meaning
– Computers can not ground words to human experiences to derive meaning
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IBM Watson is a computing system that rivals a human’s ability to answer
questions posed in natural language, interpreting meaning and context and
retrieving, analyzing and understanding vast amounts of information in real-time
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© 2009 IBM
Corporation
Questio
n/Topic
Analysi
s
Question
Hypothesis &
Evidence Scoring
Answer,
Confidence
Soft
FilteringSynthesis
Final Merging
& Ranking
Query
Decompositio
n
Hypothesi
s
Generatio
n
Hypothesis &
Evidence Scoring
Soft
Filtering
Hypothesis
Generation
Hypothesis &
Evidence Scoring
Soft
Filtering
Hypothesis
Generation
. . .
Trained
Models
Primary
Search
Candidate
Answer
Generatio
n
Answer
SourcesSupporting
Evidence
Retrieval
Deep
Evidence
Scoring
Answer
Scoring
Evidence
Sources
Evidence
Retrieval
Deep
Evidence
Scoring
Evidence
Sources
DeepQA is Massively Parallel Probabilistic Evidence-Based Architecture. Generates and Scores Many Hypotheses Using an Extensible Collection of Federated NLP and Reasoning Algorithms
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Business analytics and optimization solutions can help organizations…
• Customer Churn• Marketing Spend• Sales Productivity
Enhance Customer Enhance Customer UnderstandingUnderstanding
• Customer Service• Channel Management• Loan Origination
FosterFosterCollaborative DecisionsCollaborative Decisions
• Trading Advantage• Fraud Protection• Health Monitoring
Optimize Real-Time Optimize Real-Time DecisionsDecisions
• Risk Management• Demand Visibility• Strategy Alignment
Enable Enterprise VisibilityEnable Enterprise Visibility
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© 2010 IBM Corporation
Potential Business & Professional Applications
Tech Support: Help-desk, Contact Centers
Healthcare / Life Sciences: Diagnostic Assistance, Evidenced-Based, Collaborative Medicine
Enterprise Knowledge Management and Business Intelligence
Government: Improved Information Sharing and Security
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LTC – Linux in HPC (extracted and augmented from Fall Plan Slide Set)
© 2011 IBM Corporation36 IBM Confidential 08/05/2011
Linux & HPC: Top500 – OS Distribution over Time
Source: Top500.org
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LTC – Linux in HPC (extracted and augmented from Fall Plan Slide Set)
© 2011 IBM Corporation37 IBM Confidential 08/05/2011
Linux & HPC: Top500 – OS Distribution
Source: Top500.org
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Breaking the Exascale Barrier1,000,000,000,000,000,000 operations/second100-fold improvements in energy efficiency
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Agenda
Linux then
Linux now
Linux in the future
Call to action
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Innovative Linux solutions start with collaboration
The Apache Software Foundation
Eclipse
GNOME
Python
GIMP
DAISY
ODF Alliance
OpenOffice
PHP
Linaro
Open Virtualization Alliance
Linux Standard Base
RAS
Scalability
Performance
System Management
Filesystems
Security
Memory Management
Network Management
LinuxCon
Kernel Summit
Ruby on Rails
Groklaw
Yocto
LWN.net
Kernel
Summit
OSU Open Source Lab
Linux Plumbers Conference
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Focus on clients
Focus on technology
Ensuring the continued growth of the Linux ecosystem
• Drive capabilities for ever more workloads onto Linux
• Ensure Linux is the premier guest OS for cloud environments
• Target Linux as the greenest of OSs
• Continue focus on simplification of the Linux environment
• Focus on collaborative innovation
• Above all, avoid fragmentation — sustain the community spirit!
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Key Challenge in the 21st CenturyLeverage technology, engineering, science and innovation to make major improvements in business, society and the very way the world works
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Key Challenge in the 21st CenturyLeverage technology, engineering, science and innovation to make major improvements in business, society and the very way the world works
Text
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LegalTrademarks and Disclaimers
The following are trademarks or registered trademarks of other companies:
Java and all Java based trademarks and logos are trademarks of Sun Microsystems, Inc., in the United States and other countries or bothMicrosoft, Windows,Windows NT and the Windows logo are registered trademarks of Microsoft Corporation in the United States, other countries, or both.Intel, Intel logo, Intel Inside, Intel Inside logo, Intel Centrino, Intel Centrino logo, Celeron, Intel Xeon, Intel SpeedStep, Itanium, and Pentium are trademarks or registered trademarks of Intel Corporation or its subsidiaries in the United States and other countries.UNIX is a registered trademark of The Open Group in the United States and other countries or both.Linux is a trademark of Linus Torvalds in the United States, other countries, or both.Cell Broadband Engine is a trademark of Sony Computer Entertainment Inc.InfiniBand is a trademark of the InfiniBand Trade Association.
Other company, product, or service names may be trademarks or service marks of others.
NOTES:Linux penguin image courtesy of Larry Ewing ([email protected]) and The GIMP
All customer examples cited or described in this presentation are presented as illustrations of the manner in which some customers have used IBM products and the results they may have achieved. Actual environmental costs and performance characteristics will vary depending on individual customer configurations and conditions.