GRID COMPUTING: ESI’s ANALYSIS OF ITS IMPACT ON BUSINESS AND THE SHIFT TO A SERVICES INFRASTRUCTURE Robert Cohen, Ph.D., Fellow Economic Strategy Institute bcohen@bway.net National Ac
Trang 1GRID COMPUTING:
ESI’s ANALYSIS OF ITS IMPACT
ON BUSINESS AND THE SHIFT TO
A SERVICES INFRASTRUCTURE
Robert Cohen, Ph.D.,
Fellow Economic Strategy Institute bcohen@bway.net
National Academy of Sciences
GUIRR
February 24, 2004
Trang 2APPLICATIONS INFRASTRUCTURE AWARE
INTELLIGENT LAYER BETWEEN APPLICATIONS
AND COMPUTE/STORAGE RESOURCES
• PRIORITIZING & AUTOMATING THE USE OF
COMPUTE/STORAGE RESOURCES AND
• AUTOMATING COMPLEX BUSINESS PROCESSES
Trang 3• LET CORPORATIONS MANAGE CRITICAL STANDARDS
ACROSS THE FIRM: CREDIT RISK, SIX SIGMA
• SUPPORT COLLABORATIVE PRODUCT DEVELOPMENT IN
THE FIRM & WITH PARTNERS
• ANALYTICAL CAPABILITIES OF A NEW ORDER REDUCE
FINANCIAL RISK, PROVIDE A TYPE OF “SIX SIGMA” FOR SERVICE FIRMS
• CREATE WAY TO SUPPORT SERVICE-BASED PRODUCTS
Trang 4break out from the HPC marketplace and capture the attention
of commercial users
shift from hardware in the HPC market to a more software and services based model in the commercial market
THE MANAGEMENT AND SERVICES SIDE OF GRID
IS FAR GREATER THAN DIRECT COMPUTER
SERVICES
CHAINS, FINANCIAL PERFORMANCE
Trang 5What is a Grid? - Ian Foster, “What is the
Grid? A Three Point Checklist”
1 Coordinates resources that are not subject to centralized control …
– integrates and coordinates resources and users that live within different control domains— for example, the user’s desktop vs central computing;
– It addresses the issues of security, policy, payment, membership, and so forth that arise in these settings Otherwise, we are dealing with a local management system.
2 Uses standard, open, general-purpose protocols and
interfaces
– built from multi-purpose protocols and interfaces that address such fundamental issues as authentication, authorization, resource discovery, and resource access.
– these protocols and interfaces must be standard and open Otherwise, we are dealing with
an application specific system.
3 Delivers nontrivial qualities of service
– its constituent resources are to be used in a coordinated fashion to deliver various qualities
of service, relating to response time, throughput, availability, and security, and/or allocation of multiple resource types to meet complex user demands
co-– the utility of the combined system is significantly greater than that of the sum of its parts.
Trang 60 5000 10000 15000 20000 25000 30000
funding Grid work,
DOE adds support
GT 1.0.0 Released
Early Application Successes Reported
NSF & European Commission Initiate Many New Grid Projects
Anatomy of the Grid
Commercial Interest in Grids
Physiology of the Grid
Paper Released
GT 2.0 Released
Does not include downloads from:
NMI, UK eScience, EU Datagrid,
IBM, Platform, etc.
Trang 7Data Management Security ManagementExecution Information Services CommonRuntime
Web Services Components
Non-WS Components
Pre-WS Authentication
Grid Resource Allocation Mgmt (Pre-WS GRAM)
Monitoring
& Discovery System (MDS2)
C Common Libraries
G
T
2
WS Authentication
Authorization
Reliable File Transfer
OGSA-DAI [Tech Preview]
Grid Resource Allocation Mgmt (WS GRAM)
Monitoring
& Discovery System (MDS4)
C WS Core
Community Scheduler Framework [contribution]
Trang 8Services Oriented Infrastructure
as the Next Phase in the
Evolution of Grids
Infrastructure is Globus that is “completely” Web Service-ized
The SOI links to applications using Grid Services, Applications are linked by Web Services.
Source: Rich Miller, Univa
Trang 10GRID: FLEXIBLE, PERFORMANCE ACCESS TO ALL
HIGH-SIGNIFICANT RESOURCES
On-demand creation of powerful virtual computing systems
Source: Dietmar Erwin, “UNICORE and EUROGRID: Grid Computing in Europe,” EUROGRID and UNICORE
Trang 11GRIDS LINK GLOBAL
OPERATIONS:
COORDINATING SERVICES
Trang 12GRIDS IN THE CORPORATION:
COMPUTE RESOURCES, STORAGE, CONTROL
Wolfgang Gentzsch, Director Grid Computing, Sun Microsystems, “Sun Grid Computing: Vision, Strategy, Products,”
Trang 1313
Trang 14Globus as Service-Oriented Infrastructure
User Application
User Application
MDS-Tool Tool
Trang 15Service Oriented Computing – An Ecosystem
that Manages Change as a Competitive
Weapon
© Copyright 2004 CSFB
Policies
Auctions, Commodity Markets, Rule Based, etc
Virtual Resource Market
Virtual Resource Market
Business Logic, Workload Management
SOAService Oriented Architecture
Applications
Demand
Performance Management
Provisioning Charge-Backs
Process/Data Migration, Clustering, SSI, CFS
Physical Resources
SOIService Oriented Infrastructure
Governance
Trang 16ECONOMIC RATIONALE OF ANALYSIS
GRIDS ARE TECHNOLOGICAL INNOVATIONS THAT LOWER THE OPERATING COSTS OF ADOPTER FIRMS.
• BY REDUCING COSTS, ADOPERS BECOME MORE EFFICIENT THEY BRING PRODUCTS TO MARKET AT LOWER COST THIS FREES UP
CAPITAL FOR NEW INVESTMENT BY THE EARLY ADOPTER
INDUSTRIES
• WHEN EARLY ADOPTER FIRMS PRODUCE CHEAPER GOODS THAN THEIR COMPETITORS, THEY ARE ABLE TO SELL MORE AND
INCREASE PROFITS
– THEY GROW FASTER AND “CROWD OUT” LESS DYNAMIC SECTORS.
– THEY ATTRACT MORE INVESTMENT THAN SLOWER GROWING SECTORS
EARLY ADOPTERS GAIN KEY ADVANTAGES THAT ARE
REINFORCED BY ADDING MORE OPERATING EFFICIENCIES.
– THEY REDESIGN THE WAY THEY DEVELOP PRODUCTS AND GET THEM TO
MARKET FASTER.
– AS A RESULT, THEY BECOME EVEN MORE DYNAMIC A “VIRTUOUS
CYCLE.”
Trang 17MAIN INDUSTRY FINDINGS
INCREASE THEIR SALES DRAMATICALLY DUE TO GRIDS AND WEB SERVICES
SERVICES
• THE LARGEST GAINS WILL BE IN COMPUTERS (36%, WITH 19% OF THE
GAINS DUE TO GRIDS), AUTOS (19%, WITH 12% OF THE GAINS DUE TO GRIDS) AND PHARMACEUTICALS (13%, WITH 7% OF THE GAINS DUE TO GRIDS).
• THE GREATEST PRODUCTIVITY GAINS WILL BE IN FINANCIAL SERVICES
(26%) AUTOS AND PHARMACEUTICALS (25%) AND HOSPITALS (24%) AND AEROSPACE (20%)
THIS WILL RESULT IN GREATER SPENDING ON BROADBAND ACCESS
• THE AUTO INDUSTRY WILL INCREASE THIS SPENDING FROM AN EXPECTED
$0.5 BILLION TO ABOUT $2.3 BILLION ( 1996 DOLLARS).
Trang 18Percentage Change in US Industries' Sales due to the Adoption
of Grids and Web Services, 2002-2010
of Web Services
Changes due to the Adoption
of Grids and Web Services
Trang 2020GRID ADOPTION -
PHARMAS, AEROSPACE
Trang 2121GRID ADOPTION - HEALTH
CARE
Trang 23GRIDS RAISE PRODUCTIVITY IN
AUTOS AND FINANCE
Labor productivity - Autos
Comparing Adoption of Grids (Blue) and Baseline Forecast to 2010
245
187
130
1990 1995 2000 2005 2010
baseline Grid Adoption
Labor productivity - Financial Services
Comparing Adoption of Grids (Blue) and Baseline Forecast to 2010
87.9
65.9
43.9
1990 1995 2000 2005 2010 baseline Grid Adoption
Trang 24AEROSPACE AND HOSPITALS HAVE LOWER
Trang 25
Cost of Deploying Grids, Software Costs Only,
THESE ESTIMATES ARE ABOUT 60% MORE THAN THE INSIGHT ESTIMATES FOR 2008 (SOFTWARE ONLY) AND ABOUT 5 TO 6 TIMES THE INSIGHT ESTIMATES IF ALL COSTS INCLUDING
COMMUNICATIONS COSTS ARE INCLUDED
THE SPENDING BY THE FINANCIAL SERVICES SECTOR DRIVES MUCH OF THE SPENDING TO DEPLOY GRIDS THROUGH 2010 WE ARE RECHECKING THIS ASSUMPTION TO SEE IF IT NEEDS TO BE
MODIFIED.
Trang 26IDC: $12 Bn GRID SPENDING IN
‘07, INSIGHT: $5 BN IN ‘08
Miriam Vializ-Briggs and Dr Daron Green,
“IBM Grid Computing Business Strategy
Update,” April 28-29, 2004
Insight Research Corporation, “GRID COMPUTING A VERTICAL MARKET PERSPECTIVE 2003-2008,” June 2003 http://www.insight-corp.com “By 2008, financial applications and professional business services will account for the highest grid expenditures.”
Trang 27HEALTH CAREAEROSPACEPHARMACEUTICALSFINANCIAL SVCSCOMPUTERSSEMICONDUCTORS
IDC FIGURES FOR WEB SERVICES SPENDING FOR ALL US INDUSTRIES ARE 2007: $21 BILLION; 2008: $28 BILLION THE IDC FIGURES ARE NEARLY DOUBLE THE ESI ESTIMATES, LARGELY BECAUSE IDC
ASSUMES A MORE RAPID DEPLOYMENT OF WEB SERVICES THE IDC STUDY MAY ALSO ASSUME
THAT MORE INDUSTRIES, SUCH AS THE RETAIL SECTOR, WILL BE EARLY ADOPTERS OF WEB
SERVICES WE HAVE NOT INCLUDED THAT SECTOR IN OUR ANALYSIS.
Trang 2828
Trang 29GM, FORD AND THE
SERVICE GRID
ADVANTAGE: GOING BEYOND ENTERPRISE GRIDS TO
CONNECT TO SUPPLIERS & CUSTOMERS
• GM, FORD USED BIG CLUSTERS, GRIDS FOR CRASH
SIMULATIONS, COMPLEX DESIGN NEEDS
• SERVICE GRID WILL GET SOFTWARE FIXES TO
CUSTOMERS WITH “HIGHLY ELECTRONIC” CARS &
INFORMATION TO DEALERS
• NEW ISSUE: CORRUPTION OF SOFTWARE FOR ENGINE
CONTROLS; IMPOSSIBLE TO FIX WITHOUT SERVICE
GRID
• SERVICE GRID SENDS OUT FIX AFTER THE GLITCH IS
ANALYZED DEALERS, CUSTOMERS GET FIX OVER
HIGH SPEED CONNECTIONS FOR THE SERVICE GRID
Trang 30BANK OF AMERICA, JPMORGANCHASE AND RISK
ANALYSIS
ADVANTAGE: TREMENDOUS COST SAVINGS ACROSS A BANK
CLUSTERS AND GRIDS EMPLOYED TO ESTIMATE A BANK’S RISK EXPOSURE EVERY DAY LOWERING RISK RESERVES CAN SAVE
BILLIONS
MODELS FOR TRADING GROUPS
REDUCE THEIR CAPITAL ALLOCATION FOR RISK
MATHEMATICAL MODELS TO DO SOPHISTICATED RISK ANALYSIS
ACROSS ALL PARTS OF BANKS THIS WOULD NOT BE POSSIBLE
WITHOUT VERY LARGE CLUSTERS & PARALLEL PROCESSING
SOPHISTICATED COMPUTER SYSTEMS
Trang 31CADENCE/ SYNOPSYS: GREATER INSIGHT INTO THE DETAILS OF
CHIP DEVELOPMENT
KEY COMPETITIVE ADVANTAGE: VAST COMPUTE POWER
CREATES ABILITY TO EXAMINE DESIGN AT FORMERLY
IMPOSSIBLE LEVELS
LOCATIONS IN A SINGLE DESIGN TEAM REDUCES TIME TO MARKET, EXTENDS ANALYTIC CAPABILITIES TO ALL PARTS OF FIRM
ADDITIONAL INNOVATIONS & SAVINGS:
EFFICIENT BATCH PROCESSING OF COMPLEX JOBS; ROI: 1 MONTH
AND USE INFORMATION, COST OF DESIGNER TIME
OF A NEW SOFTWARE-SERVICE PRODUCT
Trang 32INDUSTRY LEVEL CHANGES DUE TO
ADOPTION OF GRIDS AND WEB
Trang 33GRIDS AND BANDWIDTH
DEMAND
OF COMPUTE RESOURCES AND STORAGE - COST GAINS
NETWORK, HIGHER LEVEL OF CONTROL AND
MANAGEMENT
VIRTUAL NETWORKS & HIGHER LEVELS OF
VIRTUALIZATION OF COMPUTE RESOURCES & STORAGE
SERVICES BEYOND VPNs; ARE THESE JUST VIRTUAL LAN SERVICES WITH ETHERNET/LIGHTWAVE CONNECTIVITY?
Trang 34• GRID progressively turns all Enterprise ICT resources virtual
• Traditional Enterprise relationships with Telcos and IT companies
replaced
• BT provides network-centric application delivery services to Enterprise
– Distributable Applications delivered across “Pool” of virtual ICT resources
– Non-distributable applications through dedicated resources from “Pool”
– Vertically integrated delivery includes network connectivity
– Resource management of Virtual Network is the key success factor
GRID “Computing” – The BT
Trang 35ON-DEMAND COMPUTING
ON-DEMAND COMPUTING IS ONE OF THE GREATEST BENEFITS OF GRIDS
IN ON-DEMAND COMPUTING, A FIRM DOES NOT BUILD ITS OWN
GRID THAT INCLUDES IN-HOUSE COMPUTERS AND DATA STORAGE
A GRID SERVICES FIRM PROVIDES THE COMPUTE POWER AND DATA STORAGE CAPABILITIES TO SUPPORT A FIRM’S GRID AND BUNDLES THEM WITH NETWORK CONNECTIONS THROUGH A SERVICE
PROVIDER(S)
• RELYING ON OUTSOURCING, MEANS THAT A FIRM NO LONGER NEEDS
TO PURCHASE ALL THE COMPUTERS AND STORAGE REQUIRED TO
ESTABLISH ITS OWN GRID AND TO PAY FOR COMMUNICATIONS
SERVICES TO LINK ALL PARTS OF ITS CORPORATE GRID
LARGE, INTEGRATED FIRMS BELIEVE THERE ARE CLEAR COST
SAVINGS IN USING O ON-DEMAND COMPUTING VS PURCHASING EQUIPMENT AND BUILDING THEIR OWN GRID
Trang 3636
Trang 37BANDWIDTH GROWTH PROJECTIONS FOR INDIVIDUAL FIRMS, 2003-2006
AND BEYOND
Firm Bandwidth Growth
per year, 2003-4 Bandwidth Growth per year, 2005-6 Bandwidth Growth per year, after 2006 Large pharma 15% 30% 30-35%
Large pharma 40% 60% 75%
Large semiconductor 300% over period 10-15% >10-15%
Large auto 10% 40% 30%
Trang 38The Use of Grids and Web Services Results in a
Substantial Increase in Bandwidth Demand: The examples are derived from two separate studies
Forecast Bandwidth Monthly Demand: Baseline
AT&T/RHK vs Grid Forecast
evaluate how grids affected the demand for broadband access These charts provide some illustrations from the research.
The economic model provides us
with a way to see how much
spending for communications
services will shift from its assumed
pattern through 2010 In many of
the early adopter industries we
studied, spending on
communications services more than
doubled by 2010 We believe that
this is likely to reflect new spending
on broadband access 0
0.5 1 1.5 2 2.5
Billions of Dollars
Trang 390.0500.01000.01500.02000.02500.03000.0
Millions of
Dollars
Auto Industry Spending on Communications Services -
Baseline Spending and the Impact of Grids and Web
Services
Trang 400 10
Trang 41CONCLUSIONS
COLLABORATION USING GRIDS CAN LEVERAGE THE BENEFITS OF
COMPUTE POWER AND USE EXCESS COMPUTE CAPACITY THAT IS
AVAILABLE NOW MOST CXOs ARE NOT AWARE OF THIS CHANGE RFID HAS GOTTEN MORE PRESS THAN GRIDS
GRIDS CREATE THE POTENTIAL FOR NEW BUSINESS MODELS THEY
WILL FACILITATE SMALLER AND MEDIUM SIZED FIRMS (SUPPLIERS)
WORKING EFFECTIVELY WITH LARGER FIRMS
LARGE EFFICIENCY GAINS WILL MAKE EARLY ADOPTER FIRMS MORE DYNAMIC THAN OTHER FIRMS IN THE ECONOMY
A MAJOR BREAKTHROUGH WILL OCCUR AS FIRMS USE GRIDS TO
CHANGE THE WAY THEY DO BUSINESS - CHANGING BASIC BUSINESS PROCESSES, SUCH AS PRODUCT DESIGN, INVESTMENT POLICIES
WITH WITH
SUCH CHANGES, PRODUCTIVITY GAINS WILL BE DRAMATIC, BUT
COMPETITIVE CHANGES WILL BE EVEN GREATER FIRMS THAT USE
GRIDS WILL CREATE NEW BUSINESS MODELS