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v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure Solutions, System and Technology Group, IBM Greater China Group March 23, 2007

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Page 1: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

v

IBM Systems and Technology Group

© 2006 IBM Corporation

Innovation driven Grid Computing and Infrastructure solutions

Stephen Chu, Executive of Infrastructure Solutions, System and Technology Group, IBM Greater China Group March 23, 2007

Page 2: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

2

IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation2

1.Grid Computing & Infrastructure Solution Overview

2.Application Examples

3.Cell Broadband Engine Technology

4.HPC Direction

Page 3: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

3

IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation3

Grid Computing & Infrastructure Solution

Overview

Page 4: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

4

IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation4

GRID Computing intend to address many applications

Page 5: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

5

IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation5

Infrastructure Solution to address HPC customer requirement Systems

– Servers, blades, clusters, workstations• POWER, Intel, AMD Opteron• Linux, Unix, Windows• High performance interconnects

– Special-purpose systems and accelerators• Blue Gene, Cell• Gov’t & research partnerships (e.g., ASC,

Roadrunner)– Storage systems and virtualization

Software & Tools– System & data management (e.g., CSM, GPFS)– Compilers, schedulers, libraries, tools– Grid & on demand middleware

Solutions & Services– Deep Computing Capacity on Demand– Deep Computing Visualization– Industry-specific solutions– Engineering & technology services– IBM Global Financing

High Performance Switch

P5 575

BladeCenter IntelliStation

Clusters (1350)

Blue Gene

LINUX

Page 6: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

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IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation6

Clusters / Virtualization

e326 High DensityRack Mount

Large SMP

Sc

ale

Up

/ S

MP

Co

mp

uti

ng

Sc

ale

Up

/ S

MP

Co

mp

uti

ng

x336

P5 590/595

High Performance Switch

BladeCenterHS20/JS20/LS20

Linux Cluster (1350)AIX Clusters (1600)

P5 575

Scale Out / Distributed ComputingScale Out / Distributed Computing

LINUX

IntelliStation

Server System Product Portfolio

Page 7: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

7

IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation7

Source: www.top500.org

Semiannual independent ranking of top 500

supercomputers in the world

“ IBM remains the dominant vendor of supercomputers with almost half of the list carrying its label. “

IBM Supercomputing Leadership

TOP500 Nov 2006

44 4

156

77

1

9 2

9

110 13

119

1

239

2015

18 439

0%

20%

40%

60%

80%

100%

TOP500 TOP100 TOP10

Others

NEC

Dell

Sun

Cray

SGI

HP

IBM

IBM is clear leader ... #1 System – DOE/LLNL - BlueGene/L (280.6 TF)

Most entries on TOP500 list with 239 (47.8%)

Most installed aggregate throughput with over

1,763 Teraflops (49.8%)

Most in TOP10 with 4 systems (40%)

Most in TOP20 with 6 systems (30%)

Most in TOP100 systems with 44 (44%)

Most Commodity Clusters with 171 of 359 (47.6%)

Fastest machines in USA (BG/L) and Europe (MareNostrum)

Page 8: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

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IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation8

Application Examples

Page 9: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

9

IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation9

Blue BrainThe first objective of the Blue Brain is to create a cellular level, software replica of the Neocortical Column for real-time simulations.

Blue Brain will search for:• New insights into how human beings think and

remember.• How specific defects in our circuitry may

contribute to autism, schizophrenia and Parkinson's.

With Blue Brain, research that used to require several years of lab work can be done in a matter of days or minutes – using Blue Gene.

A project of Ecole Polytechnique Fédérale de Lausanne.

Page 10: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

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IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation10

ASTRON

LOFAR

(LOw Frequency ARray) digitizes 10-240 MHz signals from an

array of simple omni-directional antennas and processes the data on a central computer system to

emulate a conventional dish antenna

STELLA

(Supercomputing TEchnology for Linked Lofar Applications) uses

6144 dual-CPU compute nodes of eServer Blue Gene® providing

27.45 Tflops/sec

Blue Gene enables LOFAR to provide higher resolution and sensitivity than any other low-frequency radio telescope.

Digital techniques provide extreme agility in frequency and pointing.

Multi-beaming capability allows simultaneous, full-sensitivity observations in widely separated directions.

High-bandwidth, fiber-optic network handles terabits/second.Data buffers provide powerful, multi-steradian look-back

capability.

Page 11: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

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IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation11

Access Data

Build Visual Representations

Render

Manage Interactions

Tabular Multi-media Net Sensors Unstructured text

High-end, immersive

Workstation Remote, thin clients

Visualization

This is some text

Scientific

IBM Deep Computing Visualization

graphics

Transforming data into insight

Graphics for high end and remote applications

Optimal price/performance

Leverages cluster trends and aggressive gains of commodity graphics and networks

Targeted at key HPC markets including Petroleum, Auto/Aero, Government, Life Sciences, Digital Media

Page 12: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

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IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation12

Deep Computing Capacity on Demand

In-house HPC

Infrastructure

Virtual Private Network

Scale up/down by tapping into IBM hosted HPC capacity in a security-rich environment to help satisfy peak or long term demand and avoid data

center upgrade.

Variable Capacity Variable Cost

Fixed CapacityFixed Cost

IBM POWER

London, England

Poughkeepsie, NY

Rochester, MN

> 3,200 Servers> 14,700 CPUs> 24TB Storage

Page 13: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

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IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation13

Cell Broadband Engine Technology

Page 14: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

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IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation14

Copper in 2000 & Dual core in 2003

GX+Chip-Chip

MCM-MCM

SMPLink

Mem

ory

L3

1.9 MB L2 Cache

L3 Dir / Ctl

Mem Ctl

POWER5 Core

POWER5 Core

Enhanced distributed switch

POWER5 design

POWER5 enhancements

1.5, 1.65 and 1.9 GHz 276M transistors .13 micron

Page 15: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

v

IBM Systems and Technology Group

© 2006 IBM Corporation

BlueGene®

2.8/5.6 GF/s4 MB

2 processors

2 chips, 1x2x1

5.6/11.2 GF/s1.0 GB

(32 chips 4x4x2)16 compute, 0-2 IO cards

90/180 GF/s16 GB

32 Node Cards

2.8/5.6 TF/s512 GB

64 Racks, 64x32x32

180/360 TF/s32 TB

Rack

System

Node Card

Compute Card

Chip

3 in Top10 (#1 and #2) 7 in Top50 (11-50) 9 in Top100 (51-100) 19 in Top500 www.top500.org

Page 16: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

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IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation16

Blade Center

Page 18: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

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IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation18

In 2006, IBM build 1st commercial 9 core chip

Cell Broadband Engine – 235mm2

Page 19: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

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IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation19

Cell BE: Revolutionizing the digital experience Five-year collaboration with Sony, Toshiba Gaming provides a roadmap for visual, interactive,

and collaborative methods 200 Gigaflop peak (@ 3.2 GHz, single precision) 221 mm2 in 90nm SOI technology Significant cost performance advantages compared

to Intel/AMD for key applications including digital media, entertainment, communication, graphics, and HPC

Application areas may include:– Digital Media– Rich Media Mining– Financial Services/Analysis– Seismic– Life Sciences, Drug Simulation– Computational mathematics– Virtual worlds– Real time computing

Applications Key algorithms

Video Surveillance Background filteringMotion tracking

On-line Game Softbody physicsCompositional modelsCollision detection

HTTPProcessing

SSL encodingSSL decoding

3-D rendering Ray casting

Page 20: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

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IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation20

Hybrid Cluster System Architecture

CommodityServer

CommodityServer

CommodityServer

AcceleratorI/O Bus

AcceleratorI/O Bus

AcceleratorI/O Bus

AcceleratorI/O Bus

AcceleratorI/O Bus

AcceleratorI/O Bus

ClusterNetwork

20

Page 21: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

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IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation21

Multi-Core Acceleration Capability: Cell Broadband Engine™

Cell Broadband Engine “Supercomputer & Network on a Chip”

1 PPE + 8 Synergistic Processing Elements (SPE) cores

– simple PPU micro-architecture– 8 SPU SIMD engines provide tremendous

compute power-25.6 SP GFlops per SPU

Element Interconnect Bus (EIB) for intra-BE and external communications

– 204.8GB/s peak bandwidth – 25.6GB/s memory b/w– 35GB/s (out)+25GB/s (in) IO

provides more than 8x compute capability than traditional processors

Page 22: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

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IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation22

Cell Performance Advantage BE’s performance is about an order of magnitude better than traditional GPPs for media

and other applications that can take advantage of its SIMD capability–BE can outperform a P4/SSE2 at same clock rate by 3 to 18x (assuming linear scaling) in various types of application workloads

SCEI demonstrated capability of 12 parallel HDTV decoding and 1000 parallel thumbnail decodings

Type Algorithm 3.2 GHz GPP 3.2 GHz Cell Perf Advantage

Matrix Multiplication (S.P.) 25.6 Gflops* (w/SIMD) 200 GFlops (8SPEs) 8x (8SPEs)

Linpack (S.P.) 4k x 4k 25.6 GFlops* (w/SIMD) 156 GFlops (8SPEs) 6x (8SPEs)

HPC

Linpack (D.P.) 1k x 1k 7.2 GFlops (3.6GHz IA32/SSE3) 9.67 GFLops (8SPEs) 1.3x (8SPEs)

TRE .85 fps (2.7GHz G5/VMX) 30 fps (Cell) 35x (Cell) graphics transform-light 128 MVPS (2.7GHz G5/VMX) 217 MVPS (one SPE) 1.7x (one SPE)

AES ECB encryp. 128b key 1.03 Gbps 2.06Gbps (one SPE) 2x (one SPE)

AES ECB decryp. 128b key 1.04 Gbps 1.5Gbps (one SPE) 1.4x (one SPE)

TDES ECB encryp. 0.13 Gbps 0.17 Gbps (one SPE) 1.3x (one SPE)

DES ECB encryp. 0.43 Gbps 0.49 Gbps (one SPE) 1.1x (one SPE)

security

SHA-1 0.9 Gbps 2.12 Gbps (one SPE) 2.3x (one SPE) video processing mpeg2 decoder (sdtv) 354 fps (w/SIMD) 329 fps (one SPE) 0.9x (one SPE) *assuming 100% compute efficiency, achieving theoretical peak of 25.6GLOPS, in its single precision MatrixMultiply & Linpack implementation

Page 23: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

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IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation23

IBM BladeCenter QS20 - Overview

InfiniBand4X

DRAM

IB Daughter Card

IB 4xConn

IB 4xConn

1Gb ENPHY

Rambus XDRDRAM 512MB

Cell BEProcessor

South Bridge

4 USB; Serial, etc

Rambus XDRDRAM 512MB

Cell BEProcessor

South Bridge

4 USB; Serial, etc 1Gb ENPHY

1Gb Ethernet 1Gb Ethernet

HDD

PCI Express 4x PCI Express 4x

Flash, RTC& NVRAM

Flash

PCI - ATA

PCI

ATA

Core electronics

Dual 3.2GHz Cell BE Processor Configuration

1GB XDRAM (512MB per processor)

Blade-mounted 40GB IDE HDD

Dual Gigabit Ethernet (GbE) controllers

Double-wide blade (uses 2 BladeCenter slots)

Infiniband 4x channel adapters (optional)

BC Chassis Configuration Standard IBM BladeCenter One

Max. 7 QS20 per chassis

2 Gigabit Ethernet switches

External IB switches required for IB option

Note: Intermixing Cell Blades with other blades in same

chassis is not supported

InfiniBand4X

DRAM

IB Daughter Card

IB 4xConn

IB 4xConn

OPTIONAL OPTIONAL

Page 24: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

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IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation24

Revolutionary Hybrid Supercomputer at Los Alamos National Laboratory Will Harness Cell BE Chips and AMD Opteron™ Processor Technology

IBM to Build World's First Cell Broadband Engine™ Based Supercomputer

Infiniband Cluster Interconnect

x86 Linux Master ClusterAMD Opteron™System x3755

Cell BE Accelerator

Linux Cluster8000+ Blades

Page 25: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

25

IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation25

HPC Directions

Page 26: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

26

IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation26

Petaflop systems with ultra scalability Hybrid architectures

System level accelerators Mature software stack

Rich application infrastructure

HPC Conceptual Roadmap

Blue Gene/L Blue Gene/P Blue Gene/Q

POWER5 POWER6 POWER7

Linux Clusters / AMD/Intel Processors

Cell BE-Based Accelerators

Page 27: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

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IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation27

Ultrascalability

Ultrascalability is a reality.– And better than people – including us –

thought.

Performance Cost / Performance Power efficiency Ease of use Ease of porting Applicability to a large (and growing) class of

applications

Page 28: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

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IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation28

The New Economics of IT: A Paradigm Shift

Page 29: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

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IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation29

Accelerators and Special Purpose HW

Special Purpose HW

General Purpose Systems

Programmability Generality Flexibility

MPEG chipsCrypto chips….

DSPs

FPGAs Game Processors

UNIX / LinuxSMP ClustersCommodi

tyLinux Clusters

Blue Gene

Accelerator boards(e.g. Clearspeed)

Cell Blade clusters

Hybrid systems

Special Purpose HW advantagesCost / performancePerformance / WattPerformance / sq mm

Page 30: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

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IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation30

IBM HPC DirectionsSolving Mission-Critical, Compute and Data Intensive Problems More Quickly at Lower Cost, for Strategic Value Enhance and evolve POWER, cluster and

blade roadmaps, HPC software portfolio Increase means of accessing

supercomputing with on demand capabilities

Exploit Cell processor-based solutions, multi-core, accelerators, hybrid architectures

Attain ultra-scalability & performance Research and overcome obstacles to

parallelism and other revolutionary approaches to supercomputing

Expanded portfolio of industry solutions Supercomputing leadership (Top500) Collaborative projects and communities

(e.g., power.org, BG consortium)

Page 31: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

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IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation31

Thank You

Page 32: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

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IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation32

This document was developed for IBM offerings in the United States as of the date of publication. IBM may not make these offerings available in other countries, and the information is subject to change without notice. Consult your local IBM business contact for information on the IBM offerings available in your area.

Information in this document concerning non-IBM products was obtained from the suppliers of these products or other public sources. Questions on the capabilities of non-IBM products should be addressed to the suppliers of those products.

IBM may have patents or pending patent applications covering subject matter in this document. The furnishing of this document does not give you any license to these patents. Send license inquires, in writing, to IBM Director of Licensing, IBM Corporation, New Castle Drive, Armonk, NY 10504-1785 USA.

All statements regarding IBM future direction and intent are subject to change or withdrawal without notice, and represent goals and objectives only.

The information contained in this document has not been submitted to any formal IBM test and is provided "AS IS" with no warranties or guarantees either expressed or implied.

All examples cited or described in this document are presented as illustrations of the manner in which some IBM products can be used and the results that may be achieved. Actual environmental costs and performance characteristics will vary depending on individual client configurations and conditions.

IBM Global Financing offerings are provided through IBM Credit Corporation in the United States and other IBM subsidiaries and divisions worldwide to qualified commercial and government clients. Rates are based on a client's credit rating, financing terms, offering type, equipment type and options, and may vary by country. Other restrictions may apply. Rates and offerings are subject to change, extension or withdrawal without notice.

IBM is not responsible for printing errors in this document that result in pricing or information inaccuracies.

All prices shown are IBM's United States suggested list prices and are subject to change without notice; reseller prices may vary.

IBM hardware products are manufactured from new parts, or new and serviceable used parts. Regardless, our warranty terms apply.

Many of the features described in this document are operating system dependent and may not be available on Linux. For more information, please check: http://www.ibm.com/systems/p/software/whitepapers/linux_overview.html

Any performance data contained in this document was determined in a controlled environment. Actual results may vary significantly and are dependent on many factors including system hardware configuration and software design and configuration. Some measurements quoted in this document may have been made on development-level systems. There is no guarantee these measurements will be the same on generally-available systems. Some measurements quoted in this document may have been estimated through extrapolation. Users of this document should verify the applicable data for their specific environment. Revised January 19, 2006

Special Notices

Page 33: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

33

IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation33

The following terms are registered trademarks of International Business Machines Corporation in the United States and/or other countries: AIX, AIX/L, AIX/L(logo), alphaWorks, AS/400, BladeCenter, Blue Gene, Blue Lightning, C Set++, CICS, CICS/6000, ClusterProven, CT/2, DataHub, DataJoiner, DB2, DEEP BLUE, developerWorks, DirectTalk, Domino, DYNIX, DYNIX/ptx, e business(logo), e(logo)business, e(logo)server, Enterprise Storage Server, ESCON, FlashCopy, GDDM, i5/OS, IBM, IBM(logo), ibm.com, IBM Business Partner (logo), Informix, IntelliStation, IQ-Link, LANStreamer, LoadLeveler, Lotus, Lotus Notes, Lotusphere, Magstar, MediaStreamer, Micro Channel, MQSeries, Net.Data, Netfinity, NetView, Network Station, Notes, NUMA-Q, Operating System/2, Operating System/400, OS/2, OS/390, OS/400, Parallel Sysplex, PartnerLink, PartnerWorld, Passport Advantage, POWERparallel, Power PC 603, Power PC 604, PowerPC, PowerPC(logo), Predictive Failure Analysis, pSeries, PTX, ptx/ADMIN, RETAIN, RISC System/6000, RS/6000, RT Personal Computer, S/390, Scalable POWERparallel Systems, SecureWay, Sequent, ServerProven, SpaceBall, System/390, The Engines of e-business, THINK, Tivoli, Tivoli(logo), Tivoli Management Environment, Tivoli Ready(logo), TME, TotalStorage, TURBOWAYS, VisualAge, WebSphere, xSeries, z/OS, zSeries.

The following terms are trademarks of International Business Machines Corporation in the United States and/or other countries: Advanced Micro-Partitioning, AIX 5L, AIX PVMe, AS/400e, Chipkill, Chiphopper, Cloudscape, DB2 OLAP Server, DB2 Universal Database, DFDSM, DFSORT, DS4000, DS6000, DS8000, e-business(logo), e-business on demand, eServer, Express Middleware, Express Portfolio, Express Servers, Express Servers and Storage, GigaProcessor, HACMP, HACMP/6000, IBM TotalStorage Proven, IBMLink, IMS, Intelligent Miner, iSeries, Micro-Partitioning, NUMACenter, On Demand Business logo, OpenPower, POWER, Power Architecture, Power Everywhere, Power Family, Power PC, PowerPC Architecture, PowerPC 603, PowerPC 603e, PowerPC 604, PowerPC 750, POWER2, POWER2 Architecture, POWER3, POWER4, POWER4+, POWER5, POWER5+, POWER6, POWER6+, Redbooks, Sequent (logo), SequentLINK, Server Advantage, ServeRAID, Service Director, SmoothStart, SP, System i, System i5, System p, System p5, System Storage, System z, System z9, S/390 Parallel Enterprise Server, Tivoli Enterprise, TME 10, TotalStorage Proven, Ultramedia, VideoCharger, Virtualization Engine, Visualization Data Explorer, X-Architecture, z/Architecture, z/9.

A full list of U.S. trademarks owned by IBM may be found at: http://www.ibm.com/legal/copytrade.shtml. Revised April 27, 2006

Special Notices (Cont.)

Page 34: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

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IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation34

Cell Broadband Engine is a trademark of Sony Computer Entertainment, Inc.Rambus is a registered trademark of Rambus, Inc.XDR is a trademark of Rambus, Inc.UNIX is a registered trademark in the United States, other countries or both. Linux is a trademark of Linus Torvalds in the United States, other countries or both.Microsoft, Windows, Windows NT and the Windows logo are trademarks of Microsoft Corporation in the United States, other countries or both.Intel, Intel Xeon, Itanium and Pentium are trademarks or registered trademarks of Intel Corporation in the United States and/or other countries.AMD Opteron is a trademark of Advanced Micro Devices, Inc.Java and all Java-based trademarks and logos are trademarks of Sun Microsystems, Inc. in the United States and/or other countries. TPC-C and TPC-H are trademarks of the Transaction Performance Processing Council (TPPC).SPECint, SPECfp, SPECjbb, SPECweb, SPECjAppServer, SPEC OMP, SPECviewperf, SPECapc, SPEChpc, SPECjvm, SPECmail, SPECimap and SPECsfs are trademarks of the Standard Performance Evaluation Corp (SPEC).NetBench is a registered trademark of Ziff Davis Media in the United States, other countries or both.AltiVec is a trademark of Freescale Semiconductor, Inc.Other company, product and service names may be trademarks or service marks of others.

Revised April 27, 2006

Special Notices (Cont.)

Page 35: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

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IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation35

Backup

Page 36: v IBM Systems and Technology Group © 2006 IBM Corporation Innovation driven Grid Computing and Infrastructure solutions Stephen Chu, Executive of Infrastructure

36

IBM Systems and Technology Group

© 2006 IBM Corporation

STG Systems Performance

© 2006 IBM Corporation36

High Performance Computing Industry Government and academia - research, classified and defense workloads Environmental sciences - weather and climate modeling Petroleum exploration and production - seismic processing, reservoir

simulation Automotive and aerospace computer-aided engineering - crash analysis,

structural analysis, computational fluid dynamics, design optimization Life sciences - drug discovery, genomics, proteomics, quantum

chemistry, structure based design, molecular dynamics Electronics - design verification and simulation, auto test pattern

generation, design rule checking, mask generation, optical proximity correction

Financial services - Monte Carlo simulations, portfolio and wealth management, risk management, compliance

Digital media - animation, special effects, rendering, online games, digital security and surveillance, content creation and management

Business intelligence - data mining, data warehousing, decision support … and more …