Porting applications to Globus Toolkit 3.0 and designing an OGSI-based architecture Pawel Plaszczak and Rich Wellner Perfringo Grid Solutions http://perfringo.com Tutorial materials: http://perfringo.com/events About the authors From Foster’s Globus team in Argonne Co-founded Perfringo Grid Solutions Focus: industry level Grid applications Currently: NeesGRID - distributed earthquake simulations • pawel@perfringo.com, rw2@perfringo.com • • • • Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Prerequisities • Necessary: distributed systems & software design, purpose of Grid • Useful: Java, Web services, XML, Grid services (will be briefly explained) • Not necessary: coding experience • We will speak on decision making and design. No hands-on programming Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Plan • Part I: Grid services - why and when? • Part II: OGSI and OGSA technology review • Part III: Use case: NTCP • Part IV: Porting to Grid services and GT3 Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Plan of Part I: Grid services - why and when? • • • • • Overview: Globus Alliance and Toolkit Overview: GT2 vs GT3, OGSA Why go Grid? Why comply with OGSA? Why port to GT3? Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com The Globus Alliance • Globus Project ™, since 1996 Ian Foster (Argonne National Lab), Carl Kesselman (University of Southern California’s Information Science Institute) • Develop protocols, middleware and tools for Grid computing • Globus Alliance, since Sept 2003 • International scope University of Edinburgh’s EPCC Swedish Center for Parallel Computers (PDC) Advisory council of Academic Affiliates from AsiaPacific, Europe, US Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Globus Toolkit • GT2 (2.4 released in 2002): reference implementation of Grid fabric protocols GRAM for job submissions MDS for resource discovery GridFTP for data transfer GSI security • GT3 (3.0 released July 2003): redesign OGSI based Grid services, built on SOAP and XML Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com OGSI and OGSA • OGSI = Open Grid Service Infrastructure Specs from GGF OGSI working group Defines what makes a Grid service Based on Web service Naming, life cycle, state, notification portTypes definitions, WSDL 1.2 draft • OGSA = Open Grid Service Architecture Specs from GGF OGSA working group Defines a list of fundamental Grid services, and how they cooperate Work in progress Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com What’s new in GT3.0 • Emphasis on OGSI compliant Grid services • OGSA implemented • Uniform SOAP/XML communication layer • Focus on Java implementation • Old GT2 services redesigned • Backward compatibility where possible Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Meaning of GT3 in the community • Most commonly referred project • Traditionally “de facto standard” • Acknowledged leadership by academia and industry (IBM,…) • BSD style license allows for commercial usage • However, it is only a reference implementation. Now standards = GGF • GT undergoes constant changes • With business entering grid, commercial implementations may soon catch up Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Alternatives to GT3 • Protocol level interoperability: “Grid compliant” >= “implements OGSI” • Other OGSI implementations OGSI.NET (U.Virginia) pyGlobus (LBNL) .NET (U.Edinburgh) PERL (U. Manchester) UNICORE (Fujitsu) • Commercial OGSI compliant products by: Avaki, Platform, Data Synapse, … • Web service alternative: Grid App Framework http://www.neresc.ac.uk/ws-gaf Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Part I contd. Overview: Globus Alliance and Toolkit Overview: GT2 vs GT3, OGSA Why? • • • • Why go Grid? Why comply with OGSA? Why port to GT3? upgrading from GT2 Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Why go Grid? • • • • • • • • Hot subject Try it, experience it to learn the potential Will enable true ubiquitous computing in future Today, proven in some areas: intraGrids But still long way to World Wide Grid State of art techniques, tools are difficult Short term goals? Use another technology Does your system have Grid characteristics? Distributed users, large scale and heterogeneous resources, across domains Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com OGSI architecture: why and when? • Commonly accepted Grid standard But there are alternatives: WS-GAF, GT2,… • Extends Service-Oriented Architecture Modular, scalable, maintainable, interoperable • Extensions: use only when needed • Uniform communication layer • Be compatible and inter-operable with other grid systems (that’s what grids are about!) Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Porting to GT3: why and when? • Implementing OGSI is plenty of work! • Piggyback on GT3 for OGSI/A compliance (watch commercial products) • Most serious middleware to consider • Language bindings: traditionally Unix/C, now Java leads • But: unstable, new versions bring changes • Traditionally, for hard core hackers • Traditionally, documentation was lacking recent signs of improvement, also IBM redbook Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com GT3 stability • GT3 took only 1.5 year to develop. It will change many times! • Anticipated or considered changes: Refactor GridFTP control channel into XML, DAI Security: add CASS GRAM: ongoing improvements OGSA-C hosting environment to come • OGSA specs is draft • OGSI specs are completed (v. 1.0) Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com GT3.2 • Expected January 2004 • Features: CAS (Community Authorization Service) Index Service reimplemented GridFTP server reimplemented GridFTP java client: connection reuse, MLST GRAM performance improvements CRL support (certificate revocation list) several bug fixes in core Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Java CoG Kit status • Before: Java client for GT2 • Now integrated with GT3 • Provides low level API for GT3 services: security, GridFTP • Experimental features to come soon (not part of GT3): Workflow management, compliant with GT2 and GT3 Comes with example Jetspeed portlets Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com roadmap Part I: Grid services - why and when? • Part II: OGSI and OGSA technology review • Part III: Use case: NTCP • Part IV: Porting to Grid services and GT3 Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Plan of Part II: OGSI and OGSA technology review • • • • • • • Web service XML and SOAP Service Oriented Architecture Grid service (OGSI) OGSA How does GT3 implement OGSA Examples Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com What is a Web service • Not much to do with HTML • Interface to a wellexplained, selfcontained function (module, component) • Usu. small grained • Defined in WSDL • Communication: XML and SOAP Web service client SOAP/XML OnlineStore Web service queryItems() orderItem() Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com More on Web services • Specs W3 Consortium www.w3.org, IBM, Microsoft OASIS (WS security) • For developers: “Building Web services with Java” by Steve Graham et al • For managers: “Web services and ServiceOriented Architectures” by Doug Barry (the savvy manager’s guide) • Stay tuned: IBM developerWorks articles http://www106.ibm.com/developerworks/webservices/ Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Service-Oriented Architecture • System composed of several components exhibiting WS interfaces • Discovery through a well-known directory, such as UDDI • External services use internal ones • Modular, scalable, maintainable, interoperable Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Service-Oriented Architecture in practice OnlineStore WS Web service client queryItems() orderItem() query order StockMgr WS query() ship() OrderMgr WS ship order() bill() warehouse Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com What is a Grid service • Defined by OGSI (GGF working group) • Is a Web service with additions, which are: Name (handle GSH, reference GSR) Lifetime management (factories, persistent and transient services) State (Service Data) Notification as well as querying • WSDL 1.2 draft (gwsdl: namespace) • Definitions of portTypes Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Grid services in practice: notifications and service data Notification source Grid service client Subscribe: “tell me when you have it on stock” Notify: “it just arrived.” OnlineStore GS query() subscribe() Notification sink StockItem SDE Service data element Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Grid services in practice: naming and life cycle Grid service client 1. query OnlineStore Persistent GS queryItems() 2. Get reference StockMgr Persistent GS 4. query 3. create StockItemAF45X Transient GS getItem() Factory Item SDEs: dimension, price Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com What is OGSA • Open Grid Service Architecture, being defined by GGF OGSA working group • In ubiquitous Grid platform, there is common need for some basic services • OGSA defines this set of base services • OGSA builds on OGSI Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com How does GT3 implement OGSA • Java implementation, C to follow • Container approach: host small-grained services • Hosting environment takes care of basic GS functions • GT3 provides core and base services, users to implement their own • Transient and persistent GS API • Tools to generate Java <-> GWSDL • Axis engine used for SOAP handling • Run with Tomcat or standalone Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com roadmap Part I: Grid services - why and when? Part II: OGSI and OGSA technology review • Part III: Use case: NTCP • Part IV: Porting to Grid services and GT3 Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Plan of part III: NTCP • • • • • NeesGRID project overview NTCP requirements & high level design Choosing Grid services for NTCP subsystem Choosing Grid services for Matlab subsystem Not choosing Grid services for ShoreWestern subsystem • Deployment • On-going work Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com NeesGRID • Make collective use of geographically distributed experiment facilities, heterogeneous hardware • Users dislocated from facilities • Applying Grid to earthquake science • 3 year project involving several US institutes • Distributed simulation of a building in an earthquake • Scale: models costs millions of $ and several months to build. Some experiments are not repeatable (model used once) Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com The MOST experiment UIUC Experimental Model NCSA Computational Model U. Colorado Experimental Model m1 f1 f2 f1 f2 m1 xg Slide courtesy of Bill Spencer, UIUC xg xg Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com MOST requirements • Distributed simulation of a building in an earthquake • 3 experimental sites • Hybrid experiment: 2 physical and 1 computational simulations • Results at one time-step used to calculate inputs at the next time-step • Pseudodynamics: order of 10 ms per time-step • Successfully run on 30th July 2003 Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com NTCP: NEESGrid Teleoperation Control Protocol • Vital component of NeesGRID and MOST • Telecontrol system, used to coordinate the experiment with commands • Output data collected with other NEESGrid systems like NSDS Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com NTCP system architecture NTCP server Local protocol NTCP NTCP server Local protocol Backend ShoreWestern UIUC Backend Matlab sim. NCSA NTCP NTCP server Local protocol Backend Matlab + XPC U Colorado Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com local subsystems NTCP NTCP subsystem Coordinator (NTCP client) NTCP protocol • Coordinator follows the script with recorded earthquake data • Coordinator orders servers to simulate one timestep at a time (pseudodynamics) • Servers can refuse if parameters out of range • Core commands Propose() negotiates an action Execute() starts an action Cancel() issued when negotiation failed Other: get/setParameter, open/closeSession… Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Sequence diagram (simplified) NTCP Server A NTCP Server B coordinator openSession openSession (accepted) execution 1 time step propose execute (started) results propose Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com NTCP subsystem: choosing Grid services and GT3 • Long term goals • System characteristics: distributed, heterogeneous resources across administrative domains • Interoperability, manageability, scalability • Risk: GT3 released early July, MOST scheduled end of July Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com NTCP server simplified design Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com NTCP server as a Grid service • Front end: Permanent Grid service Operates on real hardware; only admin can restart • methods Open/closeSession, propose, execute, cancel, get/setParameter, getControlPoint • Service data: Transaction state • Notification: Execution results • Back end: LocalControlPlugin interface for implementing adapters to the local non-OGSI technologies Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Sequence diagram revisited in Grid service terms NTCP Grid service Transaction Service Data Coordinator (GS client) Propose transaction create (accepted) update execution 1 time step Subscribe for transaction status (started) results Execute transaction Transaction results notification Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Matlab subsystem: plugin and backend Coordinator (NTCP client) NTCP NTCP server Local protocol Backend ShoreWestern NTCP NTCP server Local protocol Backend Matlab sim. NTCP NTCP server Local protocol Backend Matlab + XPC Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Matlab subsystem: characteristics • Command flow: 1. 2. 3. 4. • • • Coordinator NTCP server frontend NTCP server Matlab control plugin (Mplugin) Backend machine running Matlab simulation Matlab single threaded, not event driven Information pull model enforced Matlab has Java interface, fully compliant with Java 1.3. Can use Java class library, third party jar files, multiple threads Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Matlab subsystem: choosing Grid services • Choose network communication technology between Mplugin and backend TCP/IP, RMI, Corba, Web services… • Although no Grid characteristics… why not Grid services? Pulling scenario -> “server” on the same machine as the NTCP server OGSA container is already there Ockham razor: one technology instead of many Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Typical Service-Oriented Arch compared to NTCP + Matlab Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Client, server and backend in Grid service model • Methods: hasCommand, pullCommand, pushResult • No service data, notification • Could as well be a Web service • Reversed information flow, as compared to typical Service-Oriented • Both NTCP and commandBuffer services are persistent; must match at start-up Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Testing the NTCP and Matlab subsystem • • • • Junit and TestServer from GT3 3 test suites, 4 test units Some units implement same interfaces 3 simulators, some deployed inside gar Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com ShoreWestern subsystem Coordinator (NTCP client) NTCP NTCP server Local protocol Backend ShoreWestern NTCP NTCP NTCP server Local protocol Backend Matlab sim. NTCP server Local protocol Backend Matlab + XPC Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com ShoreWestern subsystem: plugin and backend • ShoreWestern hardware driver to operate physical experiment facility • Push communication OK • ShoreWestern already speaks a proprietary protocol based on TCP/IP, equivalent in functionality to NTCP Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com TCP/IP based prototype of NTCP reused for ShoreWestern Coordinator Grid service Front end TCP/IP TCP/IP ShoreWestern ctrl plugin Backend sim. ShoreWestern Backend sim. Matlab NTCP server TCP/IP Backend sim. Matlab Same protocol TCP/IP ShoreWestern backend Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com ShoreWestern subsystem: *not* choosing Grid services • • • • Backend has server role Reuse existing TCP/IP protocol Ockham razor (again!) ShoreWestern plugin = adapter to the old protocol Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Complete NTCP system for the MOST experiment Coordinator (NTCP client) OGSI OGSA container OGSI OGSA container NTCP Grid service ShoreWestern ctrl plugin NTCP Grid service CmdBuffer Grid service TCP/IP OGSI Backend e.g. ShoreWestern Backend e.g. Matlab sim. OGSI OGSA container NTCP Grid service CmdBuffer Grid service OGSI Backend e.g. Matlab + XPC Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com MOST experiment deployment • First GT3-based application deployed in production • 3 remote sites: NCSA, UIUC, University of Colorado • 5.5 hours and almost 1500 steps • Monitored by several engineers and scientists • Remote observers through advanced Grid technology: multiple life video, life data, chat, all via Web interface • Output data to be analyzed by earthquake scientists Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com NTCP: ongoing work • Very high requirements Reliability Safety Error checking Security • Involved: Information Science Institute, Argonne National Lab, Perfringo Grid Solutions Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com NTCP Acknowledgements • • • • Bill Spencer, UIUC (NeesGRID PI) Laura Pearlman, ISI (NTCP lead) Erik Johnson, USC (Matlab engineering) Ravi Madduri, Mike D’Arcy (Globus team developers) Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com roadmap Part I: Grid services - why and when? Part II: OGSI and OGSA technology review Part III: Use case: NTCP • Part IV: Porting to Grid services and GT3 Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Plan of Part IV: Porting to Grid services and GT3 • • • • All depends on your starting point Choose the best approach High or low abstraction level? Study early experience with working systems • Stay tuned Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com All depends on your starting point • Already have a GT2 based system? Porting GT2 -> GT3 • Already have Web services based system? Porting Web services -> Grid services • Have a system in other technology? • Starting from scratch? Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Porting GT2 -> GT3: GridFTP • GT2 GridFTP is still there. • Consider using Java client API from CoG (org.globus.ftp aka jftp) • For 3rd party, consider 3tier architecture with reliable file transfer (RFT) • Uncertain long term protocol stability Grid service Client API RFT jftp client API GridFTP server data GridFTP server Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Porting GT2 -> GT3: GRAM • GT2 GRAM now refactored into XML • Server side: new XML front end, old backend submission scripts • New XML clients: Java or C • Client side API-level backward compatible: old apps only need recompiling Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Porting GT2 -> GT3: MDS • GT3 Information Services, aka MDS3 fundamental change in technology • • • • • Old GRIS: now Service Data Old GIIS: now Index Service Old LDAP/LDIF: now SOAP/XML RFC2252 MDS schema: now SDD in GWSDL Porting old data providers Substantial amount of work Generally, need an adapter Grid service Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Porting GT2 -> GT3: the rest • GT2 GSI security still there • New: GT3 allows creating services not based on GridFTP, GRAM and MDS. Think about redesigning your architecture Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Porting Web services to Grid services: theory • Grid service *is* a Web service • Naming: need to introduce handle and reference • Life cycle Web services are like persistent Grid services • Service data - not necessary Get/set methods can now be implemented as SDE • Notification - not necessary • Discovery: GT3 uses Index Service as directory Web services sometimes use UDDI Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Porting Web services to Grid services: your options • Implement from scratch Need to implement (at least) handle and reference management Can retain your old Web service code • Implement with GT3 Get complete OGSI feature set for granted Hidden porting work Is the WS already in Axis? Handler based approach WSDL -> GWSDL Different procedure to deploy in container GSI security (builds on top of WS-security) Dependencies, versioning… • Use non-GT3 OGSI middleware Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Experience of NEReSC CGM team: workflow service Courtesy of Saras Parastatidis and Paul Watson, http://www.neresc.ac.uk/projects/CGM/web Web Service Grid Service Create new instance Consumer Factory Locator Submit workflow Workflow Enactment Service Consumer Workflow ID Submit workflow Workflow Enactment Grid Service Instance Consumer ok Workflow status (+ workflow ID) Workflow Enactment Service Consumer Completed Workflow Status Workflow Enactment Grid Service Instance Consumer Completed Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Experience of NEReSC CGM team: notification service Courtesy of Saras Parastatidis and Paul Watson, http://www.neresc.ac.uk/projects/CGM/web • Direct port of servlet proved too difficult Dependencies on mysql, OpenJMS, Tomcat Versioning nightmare • • • • Architecture converted to 3-tier New Grid service adapter constructed Adapter forwards to old Web service Client adaptation costed time Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Experience of NEReSC CGM team: conclusions Courtesy of Saras Parastatidis and Paul Watson, http://www.neresc.ac.uk/projects/CGM/web • Web and Grid services can coexist • Adapter pattern is one solution • Alternative to OGSI: Grid Application Framework based on Web Services Specifications and Practices document (http://www.neresc.ac.uk/ws-gaf) Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Choose the best approach • Writing Grid services from scratch • Redesigning legacy system in Grid service architecture • Refactoring communication layer • Façade pattern approach Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com High or low abstraction level • Adapt to lowest necessary abstraction Web services? OGSI? (what features needed?) OGSA? (what services needed?) • Reuse highest possible abstraction track GGF progress track Globus plans (announcements) Ongoing work: OGSA-DAI, OGSA-DQP, workflows, OGSA itself, WS-Agreement Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Data access & integration • Global Grid Forum Data Access and Integration Services (DAIS) working group • Reference implementation OGSA-DAI by Edinburgh Parallel Computing Center (EPCC) • “middleware to assist with access and integration of data from separate data sources via the grid” • First stage ended July 2003; software available: http://www.ogsadai.org.uk/ Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Hints • Grid services can be small grained One idea for the next GridFTP server is to represent each file as a Grid service Existence of a handle does not imply existence of a service! It should apear as a service, but implementation can be custom • Represent abstractions as services Agreement, transaction • Method or SDE? Get/set functionality can be faster to implement as methods, but more elegant as service data Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Experience with working systems • • • • NeesGRID Quertermaster NEReSC Core Grid Middleware other Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Stay tuned • Quarterly GGF: gridforum.org • Globus World, January 20-23 2004, San Francisco • GridToday, May 2004 to focus on commercial applications • Perfringo events Training events, tutorials, newsletter: subscribe@perfringo.com • Questions and comments? pawel@perfringo.com Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Your feedback • Slides available for download http://perfringo.com/events • Please send feedback to pawel@perfringo.com What did you learn? What did you expect? What could be added / improved? Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com Thanks! • • • • Laura Pearlman (NeesGRID, Globus) Bill Spencer (NeesGRID, UIUC) Savas Parastatidis (NEReSC CGM) Lisa Childers, Jarek Gawor, Gregor von Laszewski (Globus team) Porting to GT3 & designing OGSI - Perfringo Grid Solutions http://perfringo.com