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© 2009 IBM Corporation Global Technology Outlook for Smarter Planet 한국IBM 연구소 이강윤 Nov, 2009

Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

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Page 1: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

© 2009 IBM Corporation

Global Technology Outlook

for Smarter Planet

한국IBM 연구소 이강윤

Nov, 2009

Page 2: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

© 2009 IBM Corporation

Building a smarter planet

1

세상의 변화 - 이노베이션의 주기

도입기 확산기

Irruption

The Industrial

Revolution

Age of Steam

and Railways

Age of Steel, Electricity

and Heavy Engineering

Age of Oil, Automobiles

and Mass Production

Age of Information and

Telecommunications

Frenzy Synergy Maturity

Panic

1797

Depression

1893

Crash

1929

Dot.com

Collapse

1

2

3

4

5

Panic

1847

1771

1829

1875

1908

1971

1873

1920

1974

1829

붕괴기

Coming period of

Institutional AdjustmentNow

Page 3: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

© 2009 IBM Corporation

Building a smarter planet

2

이노베이션이 전개되는 환경 - 기술의 범용화

신기술 (스마트 오브젝트)

모든 것을 연결하는 인터넷

누구나 사용 가능한 슈퍼컴퓨팅

급증하는 비즈니스 정보

협업을 통한 창조

언제나 확보 가능한 전문인력

가상 기업

Page 4: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

© 2009 IBM Corporation

Building a smarter planet

3

• “The Globally Integrated Enterprise”, Foreign Affairs, June 2006

• Samuel J. Palmisano, Chairman of the Board and CEO in IBM Corporation

글로벌 통합(Global Integration)을 위한 핵심 원칙

- 업무가 통합되는 과정에 대한 3가지 동력

경제의 논리(Economics): 노동시장을 포함한 잠재적 수익

전문적 지식(Expertise): 새로운 지식, 아이디어와 혁신에 대한 접근이 가능

개방형 비즈니스 환경(Open business Environments): 시스템의 개방 및 표준화 정도

이노베이션이 전개되는 환경 – 시장의 글로벌화

“평평해진 세계”에 의해서, 글로벌 교역, 자본,

그리고 정보의 교류가 빠른 속도로 강화됨에

따라, 비즈니스 가치가 발생하는 장소(where)와

발생하는 방법(how)이 급격하게 변화하고 있다.

Page 5: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

© 2009 IBM Corporation

Building a smarter planet

4

21세기의 이노베이션

■과거 어느 때보다 급속한 속도로 이루어진다

■글로벌한 규모로 동시에 이루어진다

■공개 표준을 기반으로 이루어진다

■광범위한 다학제간, 전문가간 협업에 의해 이루어진다

비즈니스 프로세스를 혁신

사회 전반에 걸쳐 실질적인 혜택 창출

개인의 생활을 질적으로 변화

기술의 범용화

Vertical Businesses

시장의 글로벌화

Page 6: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

© 2009 IBM Corporation

Building a smarter planet

5

Changes in

Information Technology

Computing can be performed

anywhere

Changes in

World Markets

Work flows to where it can best be

done

Changes in

Client Needs

시장과 고객의 새로운 변화

시장과 고객의 변화에 맞는 새로운 비즈니스 모델과 새로운 IT 아키텍쳐 요구

Page 7: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

© 2009 IBM Corporation

Building a smarter planet

6

국제 기업다국적 기업

글로벌 통합 기업

19C - 1914 (1차 세계대전) 1914 (1차 세계대전) – Now 2000 ~

기업의 독립성 강화, 해외 시장

개척

기존 무역경로 차단,

보호무역주의 확산

자유무역주의, 국제투자 확대, IT

혁명, 표준화된 기술 및 프로세스

확산

국제 교역로 개척을 통해

원자재를 수입하여 제품

수출

본사 조직과 기능을 지역에

중복 배치

Local 시장 내에서 생산, 판매

국경 초월한 최적의 Operation에

초점

‘What to make’에서 ‘How to

make’로 관점 전환

본사에서 전 업무 수행

수직적 통합

Open Networked

수평적, 글로벌 하게

Operation 통합

지역별 Mini-companies

지역/권역별 Operation구조

배경

특징

글로벌 비즈니스 모델의 이노베이션

Changes in world markets : Work flow의 변화

Page 8: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

© 2009 IBM Corporation

Building a smarter planet

7

글로벌 기업의 자원에 대한 효율적인 운영과 고객에 대한 효과적으로 지원을 위한 모델로 전략, 비즈니스모델을 재설정하고, 이를 토대로 한 프로세스 표준화 및 IT 시스템 자동화를 구현

시장접점 조직의프로세스 및 역할 조정

신속한 의사결정과 현지시장 대응력 강화

시장접점 조직특화구현(Go-To-

Market)

지원 조직의 표준화, 글로벌 톻합

규모의 경제를 통한 비용절감 및 업무 전문화

공동 서비스(Shared Service) 구현

글로벌 관점에서 가장 최적의위치에 통합하여 전세계에 서비스

비용 및 숙련도의 지역별 차이를이용

글로벌 비즈니스디자인

Operational HierarchyGIE 모델

표준화

자동화

글로벌 통합 기업(Globally Integrated Enterprise) 모델

Changes in world markets : GIE

Page 9: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

© 2009 IBM Corporation

Building a smarter planet

8

Changes in information technology : Open standard

다양한 Hardware의 표준화, 가상화를 통한 글로벌 인프라의 통합기술, 새로운 Blade Center 기술 등 Computing Power의 공유, 개방 및 가상화 환경 구현을 위한 기술개발

IBM Blade CenterPowerVM™ Virtualization on

IBM Power Systems

Linux® on POWER

IBM System z10

Cutting-edge, industry leading

Offerings

Page 10: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

© 2009 IBM Corporation

Building a smarter planet

9

새로운 이노베이션 아젠다

- Smarter Planet -

Page 11: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

© 2009 IBM Corporation

Building a smarter planet

10

글로벌로 통합된 세상의 현실

금융시장 위험의확산 및

자본 접근의 제한

?

미래의 불확실성

에너지 부족과환경 문제

정보의 홍수

복잡한 공급망 및소비자 파워 증대

신흥경제권의부상

Page 12: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

© 2009 IBM Corporation

Building a smarter planet

11

비효율과 낭비가 가져오는 이슈들

금융위기로 인한추산 손실액

4조1천억 달러

교통혼잡비용12.8조원

대기오염피해비용10조원

의사결정의 비효율성48%만 정보 신뢰59%는 정보 부족

100년간물사용 증가율

6배

공급망비효율로 인한

손실

400억 달러

낭비되는 전력1,700억

kwh

의료비 과다지출로빈곤층 전락

1억명

Page 13: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

© 2009 IBM Corporation

Building a smarter planet

12

보다 똑똑해지는 변화가 필요합니다

Page 14: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

© 2009 IBM Corporation

Building a smarter planet

13

세상은 점점

기능화되고 있습니다

세상은 점점

서로 연결되고 있습니다

실질적으로 모든 사물, 프로세스 및 작업방식이 점점

지능화되고 있습니다

모든 자연 시스템과 사람이 만든 시스템이 서로 연결되고기능화되며 지능화되고 있습니다

Page 15: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

© 2009 IBM Corporation

Building a smarter planet

14

똑똑한 지구 : 새로운 생각과 행동으로 보다 효율적이고생산적이며 응답성이 뛰어난 스마트 시스템과 프로세스를만들 수 있습니다

GREEN

AND BEYOND

SMART

WORK

NEW

INTELLIGENCE

DYNAMIC

INFRASTRUCTURE

Page 16: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

IBM RESEARCH / KOREA LAB

15

IBM Research: Major Initiatives for a Smarter Planet

Nanotechnology

Hybrid Systems Stream Computing

Cloud Computing

Business Analytics Mobile Web

Services Quality SmartWork

New Intelligence

Green & Beyond

Dynamic

Infrastructure

Page 17: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

IBM RESEARCH / KOREA LAB

16

New Intelligence :Financial Crisis & Regulation

0

as of 2009-02-02

1930 1940 1950 1960 1970 1980 1990 2000 2010

800

10000

Dow Jones

S&P 500

March 2007

Subprime Crisis

March 2000

Dotcom Bubble

Oct 19 1987

Black Monday22.6% drop in one day

Oct 29 1929

Black Tuesday

Great Depression

1907 Crisis led to the

funding of the Fed

Bank

1933 Glass-Steagal

Banking Act

Splits financial services

into:

- commercial banking and

- investment banking

2002 Sarbanes Oxley

2004 Basel II

1940 Investment Act

regulates mutual funds

1999 Gramm-Leach-Bliley Act (allowing

financial holding companies to have

both banking and investment - often

called Citigroup Authorization Act)

2000 Commodities Futures Act

contained "Enron Loophole" banning

regulation of credit default swaps

2004 SEC allows five (and only five) banks to lever up 30 or even 40 to 1. All others

are only allowed 12 to 1. The five: Bear, Lehman, Merrill, Morgan and Goldman.

Nationalized

Failed

Acquired

Page 18: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

IBM RESEARCH / KOREA LAB

17

Consumability definition from Outside-in Software Development, Kessler & Sweitzer, 2008

Higher

Potential

Business

Value

Consumability is about minimizing the ba

rriers to value attainment, and enabling s

marter decisions

ConsumabilityIndustry templates

Usability

Understandability

Reusability

Capability

It works

Availability

Data and

computing

are on hand

New Intelligence – 분석의 소비성 확장

분석은 더 이상 기업, 기관, 분석가들만을 위한 것이 아니라 최종 소비자가 합리적인 의사결정을 위해 사용하는 일종의서비스가 될 것입니다.

Based on: Competing on Analytics, Davenport and Harris, 2007

Co

mp

etitive

Ad

va

nta

ge

무엇이 일어났는가?

Standard Reporting

얼마나 많이, 얼마나 자주,

어디에서?

Ad hoc reporting

문제가 정확하게 무엇인가?

Query/drill down

행동이 필요할까?

Alerts

..하다면 무엇이일어날까? Simulation

다음에 무엇이일어날까?

Machine Learning

우리는 어떻게 최고의 결과를 얻을 수있을까?

Optimization

우리는 어떻게 다양성의 효과를 포함한 최고의 결과를 얻을 수 있을까Stochastic Optimization

분석“미래 지향적”

리포팅“과거 지향적”

Degree of Complexity

Page 19: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

IBM RESEARCH / KOREA LAB

18

비즈니스 룰을 이용한자동화된 결정

Crowd Computing

Interactive Visualization

Semantic Technologies

데이터와 분석적인모델을 위한 특정산업

템플릿

Crowd Computing

The crowd can provide data that enables training

of better analytical models

Aggregation of crowd input in prediction

markets can create insight

$610M annual opportunity by 2011, 18% CGR

분석을 위한 정보서비스

분석을 위한 정보 서비스

분석과 똑똑한 의사 결정을 지원하는데 있어, 서비스로 정보를 제공함

2011년까지 매년 $23B, 10.0% CGR

예., 탄소, SCM

오퍼레이션적인짧은 기간의 결정, 자주발생

기술적인중간 기간의결정

전략적인장기간 결정, 드물게일어남

단순안정적, 지속적, 알려진 최상의

업무처리

복합적결정적인,그러나

전문가 입력과 분석이필요함

복잡함예측 불가, 시간이흐르면서 패턴이

나타남

Business Models – Information Service for Analytics

Page 20: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

IBM RESEARCH / KOREA LAB

19

비즈니스 룰을 이용한자동화된 결정

Crowd Computing

Interactive Visualization

Semantic Technologies

데이터와 분석적인모델을 위한 특정산업

템플릿

서비스로서 분석

분석을 위한 정보서비스

서비스로서 분석

쉽게 지원될 수 있는 서비스로데이터와 모델에 대한 최상의 업무

모델을 포착한다

2011년까지 매년 $12.8B 기회, 14.8% CGR

오퍼레이션적인짧은 기간의 결정, 자주발생

기술적인중간 기간의결정

전략적인장기간 결정, 드물게일어남

단순안정적, 지속적, 알려진 최상의

업무처리

복합적결정적인,그러나

전문가 입력과 분석이필요함

복잡함예측 불가, 시간이흐르면서 패턴이

나타남

Business Models – Analytics as a Service

Page 21: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

IBM RESEARCH / KOREA LAB

20

Smart Analytics System

Web | OfficeConsumer Modes

Consume Reports | Ad-Hoc Query | Reporting | Analysis | Dashboards | System Administration

Broad User Capabilities

Framework Manager | TransformerModeling & Management

Installed & Configured

Entitled

Smart Analytics System

Smart Analytics System Business Intelligence Module (Cognos)

Smart Analytics System Data Mining &

Text Analytics ModuleSmart Analytics System Cubing Services Module

Data Mining Text Analytics Cubing Services

Smart Analytics System Foundation

InfoSphere WarehouseWorkload Management Tivoli System Automation

Professional Reports Interactive Analysis Predictive Analytics Dashboards

Page 22: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

IBM RESEARCH / KOREA LAB

21

... ... ... ... ...

New Intelligence : Business Analytics

Smarter Logistics System

Smarter CitiesTelco Client

Deep Mathematicsand Management

Financial Services

Telco analyzes 250 million call details every

day to predict and prevent potential

customer defections

Business Analytics Optimization

(BAO)

Cognos

ILOG

HighPerformance

Servers

By 2010, more than 30 billion radio frequency

tags will be embedded in the logistics process

A city may have more than 3K digital surveillance

cameras producing more than 17 trillion bytes of uncompressed data per

camera every month

By 2010, more than half of equities trading will

be algorithmic

3 Unique CapabilitiesNew algorithms and formulas

Deep mathematics and operations research skills

Large database expertise

Industry Consulting Expertise

IBMResearch

Page 23: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

IBM RESEARCH / KOREA LAB

22

New Intelligence : The Watson System Deep Analysis of Questions and Content

Reads huge volumes

of text to acquire wide

range of knowledge

100’s of Millions

of facts inform

and refine text

interpretation

Final

Merging /

Ranking

100k’s of

Scores

Deep

Answer

Scorers

Deep

Answer

Scorers

Deep

Answer

Scorers

Deep

Evidence

Scorers

10k’s Pieces

of Evidence

Supporting

Evidence

Retrieval

Supporting

Evidence

Retrieval

Supporting

Evidence

Retrieval

Supporting

Evidence

Retrieval

100’s of

Candidates

Shallow

Answer

Scorers

Shallow

Answer

Scorers

Shallow

Answer

Scorers

Shallow

Scoring &

Filtering

1000’s of

Candidates

Primary

Search

Distribute

d Search

Engine

Primary

Search

Distribute

d Search

Engine

Primary

Search

Distribute

d Search

Engine

Primary

Search &

Candidate

Generation

Distributed

Search

Engine

Statistical

Models

Clue/

Category

Analysis

Answer, ConfidenceQuestion

Wikipedia : Watson is an artificial intelligence research project by IBM

designed to answer questions posed in natural language. The program is in

the final stages of completion and will run on a Blue Gene computer. It is

scheduled to compete on Jeopardy! as a test of its abilities.

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Smart Work : Accelerating waves of web generations

Le

ve

l o

f In

tera

cti

on

Time1969 ~199525 ~200510 ?

Individual

Web 1.0

Connected

Web 2.0

Inside

Web 3.0 ?

"By the end of 2011,

80% of active Internet

users (and Fortune

500 enterprises) will

have a "second life",

but not necessarily in

Second Life"April 2007, Gartner Inc.

Chris Hughes, 24, a founder of Facebook, left the company to develop Senator Barack Obama’s Web presence.

Source: http://www.nytimes.com/2008/07/07/technology/07hughes.html

Source http://www.xplane.com/obama/

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Smart Work : Digital EconomyThe Mobile Service Composition Framework

Mobile Meetings

•Multiple meeting views

Participant View

Chat View

Slides View

App Share View

•Slide panning and zooming

•Ability to send chat messages

Mobile Wallet

Provides storage and management for a

customer’s:

• Digital coupons

• Digital receipts

Possibly other objects in the future

(loyalty points, shopping lists, business

cards, etc.)

Accessible from Desktop computer

browser and Mobile phone browser

Mobile Instant Messaging

• Enhanced version of Sametime Web

Access Mobile Client

•Integrated with the Mobile Service

Composition Framework to provide:

•Integrated local images/camera

support

Componentized Collaboration Services

• Each component is a

collection of Native and

Web-based Assets

• Mobile Service

Composition Framework

uses JavaScript to

combine these assets

into new composite

applications and solutions Mobile Meetings SDK

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IBM RESEARCH / KOREA LAB

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Transistor performance

scaling continues, but

at a slower rate

Dynamic infrastructure :From Transistor to Game Stations to Stream Processing

Heat Cell

Data

TsunamiStream

Computing

InfoSphere

Streams

Scaling

MulticorePower is limiting

practical performance

Single thread performance

is slowing dramatically

Gamestations

Page 27: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

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Dynamic Infrastructure : Cloud Computing

Network-Delivered Services are the culmination of a long term trend to

simplify the purchasing of IT Services

Definition:

Cloud computing is a model of shared network-delivered services, both public and private, in which the user sees only the service, and need not worry about implementation details

Types of Clouds

Private Cloud Specialty Cloud Commodity Cloud

On-premise or

remote

Provides services

to a particular

industry,

geography, etc.

Generic services

(CPU cycles, e-mail,

storage, etc) available

to anyone

Service-

oriented

architecture

Built with deep

application

knowledge

Requires massive

scalability in operation

and management

Built on New

Enterprise

Data Center

Requires

technology for

security / isolation

People

Services

Business

Services

Application

Services

Platform

Services

Infrastructure

Services

The 5 Layers of Cloud Services

Customer Care Payments

Open SOA Foundation

Service Bus

Industry Frameworks &

Information Foundation

Distributed Cloud

Computing Services

Social Networking

Collaboration

Sales Force Automation

Page 28: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

IBM RESEARCH / KOREA LAB

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PlannedAvailable

Smart Business

on the IBM Cloud

Smart Business Cloud

Smart Business Systems

Standardized services on the

IBM Cloud

Pre-integrated, workload

optimized systems

Private cloud services, behind

your firewall, built and/or

managed by IBM

Lotus Live

IBM CloudBurst

w/Quickstart

Svcs

Smart Business

Test Cloud

Smart Business

Development &

Test on the IBM

Cloud

Smart Business

Desktop Cloud

Smart Business

Desktop on the

IBM Cloud

Information

Protection Services;

Computing on

Demand

Smart Business

for

SMB (backed by

the IBM cloud)

IBM CloudBurst

w/Quickstart

Svces

Scale out

File Services

Analytics Collaboration Development and Test

Desktop and

Devices

Infrastructure

(compute /

storage)

BusinessServices

Smart Analytics

SystemPowered by Infosphere

Dynamic Infrastructure : Smart Business CC Portfolio

Page 29: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

IBM RESEARCH / KOREA LAB

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Green & beyond : Research Green Data Center Projects

It all started with measuring

heat, cooling, airflow, ... In data

centers and optimizing the

placement of computers,

coolers and applications.

Now we are enhancing these early models with real-time

sensors and the corresponding continous optimization

models, to drastically reduce energy consumption (with

projected 30 % of IT growth, 10x performance improvement)

such that in 2020 we use less energy than today.

"Zero Emission Data Center"

showcase at CeBIT 2008.

IBM researchers

have introduced an

intelligent water

cooling circuit for

computer chips that

revolutionizes energy

management in data

centers.

Projection of datacenter

management into a 3D

virtual world such that

several physical centers

can be managed virtually as

one large data center.

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US

7017 China

4057*EU

4151

Russia

2190

India

1214*

Japan

1340

Major GHG emissions (Mt CO2e, 2006)Source: http://unfccc.int/ghg_data/ghg_data_unfccc/time_series_annex_i/items/3841.php

Australia

536GGAS

20

EU-ETS

1101

2008-2012 average target: 3937

2008-2012 average target: 5706

(not ratified)

UK-ETS

RGGI

J-VETS

Major Carbon Market (Mt CO2e, 2006)Source: State and Trends of the Carbon Market 2008, The World Bank

Green & Beyond : Digital Economy –Growing the carbon credit trading market

2008-2012 average target: 1185

CCX

10

Doubled every year

CDM/JI

under

Kyoto Protocol

597

Grown 500%

from 2004

Global Carbon Emissions & Markets

Global warming requires CO2 emission reduction. Carbon credit trading is a

promising measure, and trends indicate the market is expanding.

Page 31: Global Technology Outlook for Smarter Planetitfind.or.kr/smartkorea/2009/S6_4.pdf · 2010-09-27 · Cognos ILOG High Performance Servers By 2010, more than 30 billion radio frequency

© 2009 IBM Corporation

Building a smarter planet

30

Smarter Planet