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Grid Computing The Future of Your Business

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Thousands of laboratory PCs could be utilised from Westminster and Brunel ... What to do with legacy codes when utilising the Grid? ... – PowerPoint PPT presentation

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Title: Grid Computing The Future of Your Business


1
Grid ComputingThe Future of Your Business?
  • Dr Simon J E Taylor (Brunel University)
  • Dr Tamas Kiss (University of Westminster)

2
Overview
  • What is Grid Computing
  • Two types of Grid
  • The WestFocus Grid
  • The P-Grade Grid Portal
  • GEMCLA
  • Case studies
  • Digital Signal Processing
  • ING Bank
  • Ford Motor Company
  • An Invitation!

3
What is Grid Computing?
  • A user has a complex problem that requires many
    services/resources in order to
  • reduce computation time
  • access large databases
  • access special equipments
  • collaborate with other users

4
Two basic Grid directions today Utility Grids
e.g. The UK National Grid Service (NGS)
stable highly-available production quality Grid
service to the UK research community
  • Core members
  • Manchester
  • CCLRC RAL
  • Oxford
  • Leeds
  • CSAR
  • HPCx
  • Partner sites
  • Bristol
  • Cardiff
  • Lancaster

Data clusters
Compute clusters
National HPC services
  • Westminster

5
Two basic Grid directions Desktop Grids
e.g. SETI_at_HOME - Search for Extra Terrestrial
Intelligence
  • 5 billion galactic radio signals recorded
  • Divided into 250 Kbytes blocks of data
  • Distributed to more than 4 million desktop
    computers in 226 countries for analysis
  • 1200 CPU years/day
  • 38 TF sustained (Japanese Earth Simulator is 32
    TF sustained)
  • Highly heterogeneous gt77 different processor
    types

6
The WestFocus Grid
  • Utility Grid based on state-of-the-art Grid
    technology
  • NGS GT2 WestFocus GT4
  • Connects computer clusters at Westminster and
    Brunel Universities
  • Runs the P-GRADE Grid portal and GEMLCA
  • Connected to and interoperable with the UK NGS

7
The WestFocus Desktop Grid
  • Based on BOINC and SZTAKI desktop Grid technology
  • Thousands of laboratory PCs could be utilised
    from Westminster and Brunel

8
The P-GRADE Grid Portal
Provides user-friendly access to the Grid
Visualise execution and download results
Log in to the portal
Execute workflow
Create application workflow
Map execution to available resources
9
GEMLCA - Grid Execution Management for Legacy
Code Applications
  • Legacy application
  • Code from the past, maintained because it works
  • Often supports business critical functions
  • Not Grid enabled

What to do with legacy codes when utilising the
Grid?
  • Bin them and implement Grid enabled applications
  • Reengineer them
  • Port them onto the Grid with minimum user effort

10
GEMLCA
Grid Execution Management for Legacy Code
Applications
GEMLCA P-GRADE Portal
11
Case Studies
  • Digital Signal Processing
  • ING Bank
  • Ford Motor Company

12
DSP application in the portal
The speedup
T Factor
Sequential
GEMLCA
18
19min
8min
20
3h 33min
35min
22
41h 53min
7h 23min
13
DSP application desktop Grid
  • Running on the WestFocus desktop Grid
  • Scales up to thousands of computers (currently
    more than 100 PCs connected from Westminster and
    Brunel)

14
ING Bank
  • Financial modelling using Grid Computing
  • Measuring Credit Risk Exposure (for FM products)
    involves
  • Modelling the characteristics (cash flows) of the
    transaction
  • Modelling the stochastic nature of the risk
    factors (Interest rates, FX rates, etc)
  • Using Monte-Carlo simulation techniques to
    revalue the transaction Mark-to-market under
    various market scenarios
  • Picking the worst-case MtM at all future
    points in time.

15
Approach
  • Find out what the end user needs
  • Faster Monte Carlo simulations
  • Find out what the organisation can support
  • Desktop Grid technology
  • Build demonstrator
  • Proof of concept
  • Liaise with IT Department
  • Sandbox testing
  • Develop end user tools
  • Embed Desktop Grid technology into application

16
GridAlliance Benefits to ING
  • Savings in time ( money!)
  • modelling of the range Accrual swap was N times
    quicker using grid computing with N computers
  • Savings in computational power/ resources
  • Ability to create and use models which are
    practical in terms of their utilisation of time
    other resources
  • Areas that could benefit
  • Pricing complex transactions
  • Counterparty credit risk modelling
  • Market risk modelling
  • Economic Capital modelling
  • thats only counting areas which use Monte
    Carlo techniques!

17
Ford Motor Company
18
Ford Motor Company
  • Engine production line simulation
  • Each run takes 4-5 hours
  • Many runs needed to support decisions
  • Time is money!
  • Solution
  • Speed up experimentation via Grid Computing

19
Approach
  • Find out what the end user needs
  • Faster production line simulation
  • Find out what the organisation can support
  • Desktop Grid technology
  • Build demonstrator
  • Proof of concept
  • Liaise with IT Department
  • Sandbox testing
  • Develop end user tools
  • Embed Desktop Grid technology into application

20
Conclusions
  • Grid Computing can make a real difference in your
    organisation NOW
  • GridAlliance staff can help you understand how
  • Come and see us at the ICT booth or!
  • GridAlliance Briefing
  • July 12th 2006
  • University of Westminster
  • Details at www.gridalliance.org.uk
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