1. OGCE Workflow Suite GopiKandaswamy Suresh Marru SrinathPerera ChathuraHerath Marlon Pierce TeraGrid 2008

2. Workflow Suite Generic Service Toolkit – Tool to wrap command-line applications as web services – Handles file staging&job submissions – Extensible runtime for security, resource brokering& urgent computing – Generic Factory service for on-demand creation of application services XRegistry – Information repository for the OGCE workflow suite – Register, search, retrieve&share XML documents – User & hierarchical group based authorization XBaya – GUI based tool to compose&monitor workflows – Extensible support for compiler plug-ins like BPEL &Jython 2OGCE TeraGrid08 Tutorial

3. Features Security – Authentication and authosrization – Secure invocations between services – Support for gateway community accounts – Support for multiple user accounts Reliability – Retry job submissions and file staging – Fault Tolerance and Recovery service Over-provisioning and migration Compatibility – Taverna, Kepler and Trianna 3OGCE TeraGrid08 Tutorial

4. Applications LEAD – Lower entry barrier to using weather analysis tools – Improve detection, analysis & prediction of mesoscale weather Motif-Network – Transformation of sequenced genomes to “domain-space” Cyber-Infrastructure Evaluation – Performance evaluation of future supercomputer architectures ADAM – Algorithms for feature extraction, data normalization, classification and normalization 4OGCE TeraGrid08 Tutorial

5. 88D Radar Re-mapper Satellite Data Re-mapper NIDS Radar Re-mapper Radar data (Level II) Surface data, upper air mesonet data and wind profiler data Radar data (Level III) Satellite data ADAS Terrain Preprocessor 3D Model Data Interpolator (Initial Boundary Conditions) 3D Model Data Interpolator (lateral Boundary Conditions) Terrain data files NAM, RUC, GFS data WRF Static Preprocessor ARPS to WRF Data Interpolator ARPS Plotting Program IDV Surface, terrestrial data files 1 WRF to ARPS Data Interpolator 2 3 4 5 6 7 9 11 12 13 Run once per forecast region Repeat periodically for new data Triggered if a storm is detected Visualization on users request ADAM Data mining: look for storm signature WRF 14 ARPS Ensemble Generator 15 Static dataInitializationForecastVisualizationReal time data AnalysisData Mining 10 8 LEAD: A Weather Forecasting Workflow (1/2) 5

6. WRF-Static running on Tungsten LEAD: A Weather Forecasting Workflow (2/2) 6OGCE TeraGrid08 Tutorial

7. Motif-Network: Whole Genome workflow Domain webs of large genomes – Input list of amino acid sequences – Identify all known domains – Construct webs Parallel processing Capability-type computing Ensemble-type processing (minimal network reqs) Capacity-type computing 7 Jeff Tilson, RENCI OGCE TeraGrid08 Tutorial

8. CI: Execute Sub-Workflow Input a campaign step filename Execute GAMESS per step specification 8 Jeff Tilson, RENCI OGCE TeraGrid08 Tutorial

9. More Information OGCE TeraGrid08 Tutorial9 Tuesday1:30 pmEngaging with the LEAD Science Gateway Project: Lessons Learned in Successfully Deploying Complex System Solutions on TeraGrid Tuesday3:30 pmReliable and Scalable Job Submission: LEAD Science Gateway's Testing and Experiences with WS GRAM on TeraGrid Resources Tuesday3:30 pmThe LEAD-WxChallenge Pilot Project: The Potential of Grid-Enabled Learning Wednesday10:30 amWorkflow Infrastructure for Multi-scale Science Gateways Wednesday4:00 pmOn-Demand Severe Weather Forecasts Using TeraGrid via the LEAD Portal

10. Questions? 10OGCE TeraGrid08 Tutorial