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Smart AnalyticsDr. James C. (“Jim”) SpohrerIBM Innovation Champion
Director, IBM Global University ProgramsCTS CSL, Phoenix, USA, Nov. 6, 2013
International Society of Service Innovation Professionals (ISSIP)
Today’s Talk• IBM: Smart Analytics (5 V’s) for Smarter Planet• ISSIP: Service Innovation & T-shaped professionals
Volume Velocity Veracity*Variety
Data at Rest
Terabytes to exabytes of existing data to
process
Data in Motion
Streaming data, milliseconds to seconds
to respond
Data in Many Forms
Structured, unstructured, text,
multimedia
Data in Doubt
Uncertainty due to data inconsistency& incompleteness,
ambiguities, latency, deception, model approximations
© 2013 IBM Corporation
BIG DATA: THIS IS JUST THE BEGINNING
2010
Vo
lum
e i
n E
xa
by
tes
9000
2015
Percentage of uncertain data
Pe
rce
nt o
f un
ce
rtain
da
ta
You are here
Sensors & Devices
VoIP
Enterprise Data
Social Media
3000
6000
100
0
50
4
Veracity
Source: IBM Global Technology Outlook 2012 IBM source data is based on analysis done by the IBM Market Intelligence Department. IBM Market Intelligence datais provided for illustrative purposes and is not intended to be a guarantee of future growth rates or market opportunity
Volume
Variety
NEARLY TWO OUT OF THREE RESPONDENTS REPORTS REALIZING A COMPETITIVE ADVANTAGE FROM INFORMATION AND ANALYTICS
5
5th V = Value of leveraging big data
Respondents were asked “To what extent does the use of information (including big data) and analytics create a competitive advantage for your organization in your industry or market.” Respondent percentages shown are for those who rated the extent a [4 ] or [5 Significant extent]. The same question has been asked each year.
Competitive advantage enabler A majority of respondents
reported analytics and information (including big data) creates a competitive advantage within their market or industry
Represents a 70% increase since 2010 among global respondents
Organizations already active in big data activities were 15% more likely to report a competitive advantage
In the Education industry, the percentage of respondents reporting a competitive advantage rose from 28% in 2010 to 50% in 2012, a 79% increase in two years after a peak in 2011 at 52%.
Source: Analytics: The real-world use of big data, a collaborative research study by the IBM Institute for Business Value and the Saïd Business School at the University of Oxford. © IBM 2012
2010 and 2011 datasets © Massachusetts Institute of Technology
Realizing a competitive advantage
Respondents were asked “To what extent does the use of information (including big data) and analytics create a competitive advantage for your organization in your industry or market.” Respondent percentages shown are for those who rated the extent a [4 ] or [5 Significant extent].
2012
2011
2010
50%
52%
28%37%
63%
Education industry respondents Global respondents
79% increase
58%
70% increase
6
Smarter Planet = Smarter Service SystemsData Science + Urban Science + Service Science = Smarter Planet
INSTRUMENTED We now have the ability to
measure, sense and see the exact condition of practically everything.
INTERCONNECTED People, systems and objects
can communicate and interact with each other in
entirely new ways.
INTELLIGENT We can respond to changes
quickly and accurately, and get better results
by predicting and optimizing for future events.
WORKFORCE
PRODUCTS
SUPPLY CHAIN
COMMUNICATIONS
TRANSPORTATION BUILDINGS
IT NETWORKS
Growth of Service System Data:Need for Next Generation Professionals
7
Welcome to the new age ofplatform technologies and
smarter service systems for every sector of business and society
nested, networks systems
National Science Foundation
A feature of a service system is the participation and cooperation of the customer in the service and its delivery. A service system then requires an integration of knowledge and technologies from a range of disciplines, often including engineering, computer science, social science, behavioral science, and cognitive science, paired with market knowledge to increase its social benefit.
Next Generation:T-Shaped Adaptive Innovators
Many disciplinesMany sectors
Many regions/cultures(understanding & communications)
Deep in one sector
Deep in one region/culture
Deep in one discipline
Why ISSIP? T-shapes for Teamwork
• Our world is becoming more interconnected and complex
• Yet most organizations operate is silos
• Most professional organizations do a great job of focusing on one discipline, function, or industry sector
ISSIP is a professional society designed to focus on the interconnected nature of value co-creation for smart service systems (tech, biz, social, etc.)
BREADTH
DE
PT
H
T-Shape professionals can innovate across traditional boundaries
Service Systems Fundamental Abstraction of Service Science:ISSIP portal to Disciplines (23), Professional Associations (39), Journals (20), Conferences (31), Workshops (7)
IBM SSME Centennial Icon of Progress
Discipline Association
Marketing AMA
Operations Research INFORMS
InformationSystems
AIS
Computer Scienceand Engineering
ACM, IEEE
Human Factors AHFE
Operations Management
POMS
Systems Science ISSS
Design SDN
Systems Engineering IIE
… …
Serviceology SfS
(SSME+DAPP) ISSIP
ISSIP Ambassadors
• More than 15 Ambassadors and growing…
• Link ISSIP to other professional associations, research centers, conferences, etc.
• Help ISSIP co-sponsor activities in other conferences
more... http://www.issip.org/learningcenter/valuenetwork
/
The Well-Read Service Scientist(The top 300 papers – together over 100,000 citations)
• http://service-science.info/archives/2708
Service-Dominant Logic
Prof. Stephen VARGO Prof. Robert LUSCH
Vargo, S. L., & Lusch, R. F. (2004). Evolving to a new dominant logic for marketing. Journal of marketing, 1-17. (Oct. 2013, ~4500 citations)
Claude Frédéric Bastiat David Ricardo Colin Clark Richard Normann John Riordan
Service ThinkingSaperstein & Hastings: Book, Course, ISSIP Certificate
All value is co-created
Service systems we live and work in
Componentized business architecture
Global-mobile-social scalable platforms
Run-Transform-Innovate
Multi-sided metricsCVC Group, LLC 16
IBM Platforms for Entrepreneurs
• Smarter Cities Intelligent Operations Center Platform• IBM Watson & Cognitive Computing Platform• IBM UP helping university startups to scale-up (growth)04/11/2023
© IBM 2013 IBM University Programs worldwide accelerating regional
development (IBM UPward)17
Holistic Service Systems (HSS)
04/11/2023© IBM 2013 IBM University Programs
worldwide accelerating regional development (IBM UPward)
18
http://www.service-science.info/archives/1056
Nation
State/Province
City/Region
UniversityCollege
K-12
Cultural &ConferenceHotels
HospitalMedical
Research
Worker(professional)
Family(household)
For-profits:Business Entrepreneurship
Non-profitsSocial Entrepreneurship
U-BEEJob Creator/Sustainer
U-BEEs = University-Based Entrepreneurial Ecosystems
“The future is already here (at universities),it is just not evenlydistributed.”
“The best way topredict the futureis to (inspire the nextgeneration of studentsto) build it better.”
“Multilevel nested, networked holistic service systems (HSS) that provision whole service (WS) tothe people inside them. WS includes flows (transportation, water, food, energy, communications), development (buildings, retail ,finance, health, education), and governance (city, state, nation). ”
University Four Missions1. Learning2. Discovery3. Engagement4. Integration
Foundations for Smarter PlanetCloud
Social
Internet of Things
Mobile
04/11/2023© IBM 2013 IBM University Programs
worldwide accelerating regional development (IBM UPward)
20
04/11/2023© IBM 2013 IBM University Programs
worldwide accelerating regional development (IBM UPward)
21
IBM operates in 170 countries around the globe
Acquisitions contribute significantly to IBM’s growth ; ~120 acquisitions in last decade
2012 FinancialsRevenue - $ 104.5BNet Income - $ 17.6BEPS - $ 15.25 (10 yrs of
EPS d/digit growth)Net Cash - $18.2B
24% of IBMs revenue in Growth Market countries; growing at 7% ( @cc) in 2012
Number 1 in patent generation for 20 consecutive years ; 6,478 US patents awarded in 2012
More than 40% of IBMs workforce does business away from an office
5 Nobel Laureates10 time winner of the President’s National Medal of Technology & Innovation – latest for LASIK laser refractive surgical techniques
The Smartest Machine On Earth
100 Years of Business & Innovation in 2011
New Era in IBM’s Leadership
IBM Growth Initiatives
IBM has ~425,000 employees worldwide
Context: IBM 101
By 2020, 35 Zettabytes per year
• What’s big today will look small in a decadeGoogle processes > 24 Petabytes of data in a single day
Facebook processes 10 Terabytes of data every day
The Hadron Collider at CERN generates 40 Terabytes of data / sec
For every session, NY Stock Exchange captures 1 Terabyte of trade information
Twitter processes 7 Terabytes of data every day250,000,000 tweets
2 Billion Internet users in 2011By 2013, annual internet traffic will reach 667 Exabytes
23
“Order of Magnitude” Observation:Modeling Holistic Service Systems
Level AKA ~No. People ~No. Entities Example
0. Individual Person 1 10,000,000,000 Jim
1. Family Household 10 1,000,000,000 Spohrer’s
2.Neighborhood Street 100 100,000,000 Kensington
3. Community Block 1000 10,000,000 Bird Land
4. Urban-Zone District 10,000 1,000,000 SC Unified
5. Urban-Center City 100,0000 100,000 Santa Clara
6.Metro-Region County 1,000,000 10,000 SC County
7. State Province 10,000,000 1,000 CA
8. Nation Country 100,000,000 100 USA
9. Continent Union 1,000,000,000 10 NAFTA
10. Planet World 10,000,000,000 1 UN