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India-US Indoflux Workshop, July 12-16, 2006, Chennai, India Cyberinfrastructure for Environmental Observing Systems Chaitan Baru Director, Science R&D San Diego Supercomputer Center
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India-US Indoflux Workshop, July 12-16, 2006, Chennai, India “CYBERINFRASTRUCTURE” What do we mean? Technologies to bring remote resources together Social aspect: bringing multidisciplinary groups together e-science
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India-US Indoflux Workshop, July 12-16, 2006, Chennai, India Environmental Observing Systems A major area of emphasis for NSF, and other agencies (e.g. GEOSS) –LTER, www.lternet.orgwww.lternet.org –NEON, www.neoninc.orgwww.neoninc.org –ORION, www.orionprogram.orgwww.orionprogram.org –Waters Network CUAHSI HIS, www.cuahsi.org/hiswww.cuahsi.org/his CLEANER, cleaner.ncsa.uiuc.edu –EarthScope, www.earthscope.orgwww.earthscope.org –And many other efforts…(NEES, www.neesinc.org), etc.www.neesinc.org Number of established efforts at other federal and state agencies –USGS, EPA, DOE, …
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India-US Indoflux Workshop, July 12-16, 2006, Chennai, India Example of a Cyberinfrastructure Project GEON: Geosciences Network (www.geongrid.org)www.geongrid.org Funded by NSF IT Research program (~$11.5M) Multi-institution collaboration between IT and Earth Science researchers GEON Cyberinfrastructure provides: –Authenticated access to data and Web services –Registration of data sets and tools, with metadata –Search for data, tools, and services, using ontologies –Scientific workflow environment –Data and map integration capability –Scientific data visualization and GIS mapping
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India-US Indoflux Workshop, July 12-16, 2006, Chennai, India Key Informatics Areas Portals –Authenticated, role-based access to cyber resources: data, tools, models, model outputs, collaboration spaces, … Data Integration –Search, discover and integrate data from heterogeneous information sources (“mediation” and “semantic integration”) Modeling and simulation environments based on “scientific workflow” software –Users can “program” and steer computations at a higher level of programming abstraction –Share models (not only data), and support generation and sharing of provenance information Geospatial information and Geographic Information Systems (GIS) –Spatial statistics, spatiotemporal data mining Visualization of 2D, 2.5D, 3D, 4D data, and multidimensional information spaces
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GEON: International Component India –Collaboration with University of Hyderabad Profs. K.V. Subbarao & Arun Agarwal Deploying a GEON Node at UofHyd and an India-based portal –Conducted GEON Cyberinfrastructure Workshop, Oct. 2005 –Recently announced as a Knowledge Networked R&D Center by Indo-US Science and Technology Forum Will partner with institutions like NGRI, INCOIS, Wadia Institute of Himalayan Geology (WIHG), Birbal Sahni Institute of Paleo-Botany (BSIPB) China –Collaboration with Chinese Academy of Sciences, Beijing Dr. Yaolin Shi, Director, Chinese Geodynamics Lab, Dr. Baopin Yan, Dir, CNIC –GEON Cyberinfrastructure Workshop, July 20-23, 2006, Beijing. –Deploy GEON node & a Linux cluster for developing parallel geodynamics codes Japan –Collaboration with AIST, Tokyo Dr. Satoshi Sekiguchi –Initiating a GEOGrid in Japan. Inauguration in early October, 2006 –Will make various remote sensing data available via GEON.
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LiDAR Data Processing Current implementation –32 IBM P690 1.7GHz processors, 128GB, 8TB SAN –~2TB point cloud data, ~6B rows in database –~20TB orthophotos Migrating to… –16-way Linux cluster, 64-bit Intel processors to support… –Central warehouse and replicas for failover and load balancing, and –On-demand access & analysis of data R. Haugerud, U.S.G.S D. Harding, NASA Survey Process & Classify Interpolate/Grid Point Cloud x, y, z n, … Analyze/ Interpret Courtesy: Chris Crosby & Prof. Ramon Arrowsmith, Arizona State Meeting in August with USGS EROS Data Center to make continental-scale datasets open to NEON, GEON, and hazards user communities
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NEON Infrastructure Overview
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NEON Sensornet-level Cyberdashboard 17 16 15 14 13 12 11 10 9 8 7 6 5 4 3 2 1 20 Northeast Mid Atlantic Southeast Atlantic Neotropical Great Lakes Prairie Peninsula Appalachians / Cumberland Plateau Ozarks Complex Northern Plains Central Plains Southern Plains Northern Rockies Southern Rockies / Colorado Plateau Desert Southwest Great Basin Pacific Northwest Pacific Southwest Tundra Taiga Pacific Neotropical 11 10 9 8 7 6 5 4 3 2 1 12 16 15 14 13 17 19 18 20 19 18 16
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Sensornet Software Stack Sensors Real-time Distributed Instrument Control Admin and Control Analysis and Visualization Data Management Services Workflows Portal GridSphere Kepler, Custom portlets Pub/Sub (Apache AXIS WS) Data Turbine, EmStar, Antelope, SRB, Surge, ESS2 TinyDB, ESS2 Courtesy: Tony Fountain, Neil Cotofana, SDSC Definition of standard interfaces
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E.g. NEON Site SensorNet Logical Infrastructure Portal Workflows Portal Server Workflows Services Analysis / Vis. Analysis / Vis. Server Services Data Mgmt. Data Replication / Archiving Server User (web) User (BioPDA) Services Admin / Ctl. Data Mgmt. Well-endowed Node RTD Instr. Ctl. MicroNet Node Sensor *** RTD Instr. Ctl. MicroNet Node Sensor *** … Sensor MicroNet (e.g. Soil) Services Admin / Ctl. Data Mgmt. Well-endowed Node RTD Instr. Ctl. MicroNet Node Sensor *** RTD Instr. Ctl. MicroNet Node Sensor *** Sensor MicroNet (e.g. Climate) … Courtesy: Tony Fountain, Neil Cotofana, SDSC … … …
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India-US Indoflux Workshop, July 12-16, 2006, Chennai, India Opportunities –Exploit national high-speed networking, e.g. Garuda, to ensure easy and efficient access to online (cyber) resources –Leverage GEON cyberinfrastructure in collaboration with UofHyd/UCSD –Keep in step with NEON cyberinfrastructure Provide well-defined interfaces to metadata, data, and instruments –Create a true collaboration between scientists and computer scientists and IT researchers –Promote e-science Engage the next generation of scientists –Lobby for NSF-India office (similar to NSF Beijing)
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India-US Indoflux Workshop, July 12-16, 2006, Chennai, India Thanks!
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India-US Indoflux Workshop, July 12-16, 2006, Chennai, India Data, Informatics and Cyberinfrastructure Storage hardware Networked Storage (SAN) Grid Storage Filesystems, Database Systems Data Mining, Simulation Modeling, Analysis, Data Fusion Applications: Medical informatics, Biosciences, Ecoinformatics,… Knowledge-Based Integration Advanced Query Processing Visualization High speed networking sensornets How do we configure computer architectures to optimally support data-oriented computing? How do we collect, access and organize data? How do we obtain usable information from data? How do we detect trends and relationships in data? How do we represent data, information and knowledge to the user? How do we combine data, knowledge and information management with simulation and modeling? instruments HPC integration
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India-US Indoflux Workshop, July 12-16, 2006, Chennai, India NEON Visualization and Forecasting Facility NEON Data Center SAN... Processing nodes Archival Storage Geographically Remote archival copy Raw data, Derived products Compute Cluster w/ disk Access to TeraGrid Internet 2 Visualization Displays (“Synthesis Center”) NEON Data Replica Data from NEON District-level PoP’s
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NEON “Cyberdashboard” (Portal) –NEON Portal provides Authenticated access to NEON sensor data, metadata, and derived prodcuts; Web services; sensor command and control Access to NEON forecasts and models via scientific workflow environments Data and map integration capability Visualization and GIS mapping
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A Proposed Open Systems Sensor Network Software Stack Sensors Real-time Distributed Instrument Control Admin and Control Analysis and Visualization Data Management Services Workflows Portal Courtesy: Tony Fountain, Neil Cotofana, SDSC
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