Data Models For Interoperability. Rob Atkinson

Save this PDF as:
 WORD  PNG  TXT  JPG

Size: px
Start display at page:

Download "Data Models For Interoperability. Rob Atkinson"

Transcription

1 Data Models For Interoperability Rob Atkinson

2 Contents Problem Statement Conceptual Architecture Role of Data Models Role of Registries Integration of GRID and SDI

3 Problem Statement How do we derive useful information from sparse sampling and many possible models of behaviour In the solid earth domain note many similar issues in atmosphere, marine, land management, ecosystems Given that data is collected and/or managed by many different agencies

4 Problem (Facets) Modelling many possible inputs Geochemical sampling Predictive Data Model Geochemical properties Spatial Constraints Modelled Results Information Products Model Parameters (eg element size

5 Problem (Facets) Many possible models May want to re-run conditions with new model, or new data Models may take time Or results may need to be archived for audit trail reasons Huge or trivial amounts of data.

6 Architecture..the strategic decisions about the structure and behaviour of the system, the collaborations among the system and the physical deployment of the system Quatrani

7 Conceptual Architecture GRID Web Services Differences? Commonalities?

8 Sloan Digital Sky Survey Production System

9 I ve come across some interesting data, but I need to understand the nature of the corrections applied when it was constructed before I can trust it for my purposes. created-by Motivations Data I ve detected a calibration error in an instrument and want to know which derived data to recompute. consumed-by/ generated-by Transformation execution-of I want to search an astronomical database for galaxies with certain characteristics. If a program that performs this analysis exists, I won t have to write one from scratch. Derivation I want to apply a astronomical analys program to millions o objects. If the result already exist, I ll sav weeks of computation

10 Motivations file1 psearch t 10 file8 simulate t 10 file2 reformat f fz file1 file1 File3,4,5 file7 conv I esd o aod file6 summarize t 10 Patch workflow following changes Manage workflow Explain provenance, e.g. file8: psearch t 10 i file3 file4 file5 o file8 summarize t 10 i file6 o file7 reformat f fz i file2 o file3 file4 file5 conv l esd o aod i file 2 o file6 simulate t 10 o file1 file2 On-demand data generation

11 Virtual Data Grid discovery virtual data catalog virtual data catalog Production Manager planning Science Review workflow executor (DAGman) composition request executor (Condor-G, GRAM) workflow planner Researcher Grid Monitor request planner request predictor (Prophesy) sharing discovery derivation Data Transport virtual data index storage element replica location service simulation data simulation Data Grid storage element virtual data catalog storage element raw data Storage Resource Mgmt analysis detecto Grid Operations Computing Grid

12 Example GRID Dataset Types FileDataset File FileSet Representational MultiFileSet TarFileSet EventCollection Logical RawEventSet SimulatedEventSet MonteCarloSim ulation DiscreteEvent Simulation

13 Web Services 2. Find Registry 1. Publish Service provides binding metadata e.g WSDL, OpenGIS getcapabilities() etc Requestor 3. Bind Provider 4. Chain Web protocols, XML encoding of responses Provider

14 OpenGIS Web Services Application Client Browser Application Server Application Client OpenGIS Application Services Network Find Bind Registry Services Publish Encodings OpenGIS Services Framewor Data Services Portrayal Services Processing Services

15 Example GIS Data Service (WFS) Data service TD databas Application Control GML (geometry) Modelling service XML material/ thermodynamic properties SVG (graphics) Portrayal & Graphics service XML (results)

16 SDI Component Model Data Repository Data Repository Interface Interface Applications Applications Search Organisations And People Species Taxonomy Register (using keywords) Search Observables Dictionary Metadata Catalogue Map Catalogue Services Catalogue Symbology Feature Type Catalogue Catalogs Keywords

17 Atkinson s instant type hierarchy Primitives (supplied by environment) standards allow technology implementation (GML, RDF etc) profiles mandated common patterns (eg metadata requirements) Feature Types domain models Service Types Service Offerings (introduces content models)

18 Data Models GRID files homogeneous data model interoperable but not flexible OpenGIS WS feature types implementation policies determine level of interoperability Can we develop a humungous data model to anticipate all needs and capabilities.

19 Component Data Models Reusable sub-components Allow services to be created to serve reusable data Because a service consumer doesn t have to subscribe to the entire enterprise model! NB: Service offers described using types WSDL, using XML:schema (c.f. GML)

20 MarineXML Architecture Marine Cadastre Land/Sea interface EXAMPLES: ECDIS Marine Navigation Cruise Marine Survey Events Marine Biodiversity Marine Science Water Column Features Benthic Features Domain Profiles Common Types Abstract Types LandXML Observations SensorML Ontology Platform Components GML 3

21 Data Model : Feature Types Example Feature Feature Type Definitions

22 Strong or Weak Typing Is a feature best described as: GeneralFeature (attribute:type= Hut ) Or Building (attribute:type= Hut, beds=3) Or Hut (beds=3) Or 3 Bed Hut Granularity depends on usage requirements

23 Logical and Physical Data Models ArcGIS Marine Data Model Physical Model: Abstraction from a geometry

24 Example Logical View

25 Implementation

26 SDI Information Architecture Registry Client Encoding Abstract Logical Data Model Web Service Physical Data Model

27 Role of Registries service offer type definition service instance OGC Service Registry find publish Requester Provider bind

28 Role of Registries central purpose is to store service offers and match them with service requests provide a context in which resources can be discovered and used Data and service types are the key units of classification Ipso facto registry design is a translation of policy into technology driven by a system architecture that clearly identifies data model.

29 Registries Easy to build Many implementations little consistency Not too hard to connect to if the content is valuable! Hard to populate Technically no problems Achieving critical mass And being useful to future applications

30 Integration of GRID and Web Services? GRID pre-defined applications Computational and data storage A range of outputs Control functions Web Services : Initiation Exploitation Discovery

31 Virtual Data Grid discovery virtual data catalog virtual data catalog Production Manager planning Science Review workflow executor (DAGman) composition request executor (Condor-G, GRAM) workflow planner Researcher Grid Monitor request planner request predictor (Prophesy) sharing discovery derivation Data Transport virtual data index storage element replica location service simulation data simulation Data Grid storage element virtual data catalog storage element raw data Storage Resource Mgmt analysis detecto Grid Operations Computing Grid

32 Example GIS Data Service (WFS) Data service TD databas Application Control GML (geometry) Modelling service XML material/ thermodynamic properties SVG (graphics) Portrayal & Graphics service XML (results)

33 Going forward Model desired outputs (are these already well known?) Know current storage and processing baseline identify possible GRID applications System architecture: what goes where Data Models Web Services Registries Build something and learn! Deployed services are the performance benchmark

34 Infrastructure Grants: will allow us to work out WHAT to do Services require a long term home Services drive other people s business plans! So we need to address both in parallel

Catalogue or Register? A Comparison of Standards for Managing Geospatial Metadata

Catalogue or Register? A Comparison of Standards for Managing Geospatial Metadata Catalogue or Register? A Comparison of Standards for Managing Geospatial Metadata Gerhard JOOS and Lydia GIETLER Abstract Publication of information items of any kind for discovery purposes is getting

More information

THE DEVELOPMENT OF A PROTOTYPE GEOSPATIAL WEB SERVICE SYSTEM FOR REMOTE SENSING DATA

THE DEVELOPMENT OF A PROTOTYPE GEOSPATIAL WEB SERVICE SYSTEM FOR REMOTE SENSING DATA THE DEVELOPMENT OF A PROTOTYPE GEOSPATIAL WEB SERVICE SYSTEM FOR REMOTE SENSING DATA Meixia Deng a, *, Peisheng Zhao a, Yang Liu a, Aijun Chen a Liping Di a a George Mason University, Laboratory for Advanced

More information

ACE GIS Project Overview: Adaptable and Composable E-commerce and Geographic Information Services

ACE GIS Project Overview: Adaptable and Composable E-commerce and Geographic Information Services ACE GIS Project Overview: Adaptable and Composable E-commerce and Geographic Information Services José Poveda, Michael Gould, Carlos Granell 64 Departamento de Lenguajes y Sistemas Informáticos Universitat

More information

Enabling embedded maps

Enabling embedded maps Enabling embedded maps Case: National geoportal of Finland Antti Rainio National Land Survey of Finland Trends: Web Services, Mapping Mashup, Open Source, Open Data Decentralised data s Service interfaces

More information

Service Oriented Architecture

Service Oriented Architecture Service Oriented Architecture Charlie Abela Department of Artificial Intelligence charlie.abela@um.edu.mt Last Lecture Web Ontology Language Problems? CSA 3210 Service Oriented Architecture 2 Lecture Outline

More information

GetLOD - Linked Open Data and Spatial Data Infrastructures

GetLOD - Linked Open Data and Spatial Data Infrastructures GetLOD - Linked Open Data and Spatial Data Infrastructures W3C Linked Open Data LOD2014 Roma, 20-21 February 2014 Stefano Pezzi, Massimo Zotti, Giovanni Ciardi, Massimo Fustini Agenda Context Geoportal

More information

UK Location Programme

UK Location Programme Location Information Interoperability Board Data Publisher How To Guide Understand the background to establishing an INSPIRE View Service using GeoServer DOCUMENT CONTROL Change Summary Version Date Author/Editor

More information

CURSO Inspire INSPIRE. SPEAKER: Pablo Echamendi Lorente. JEUDI 23/ THURSDAY 23 rd W S V : G E O S P A T I A L D A T A A C C E S S

CURSO Inspire INSPIRE. SPEAKER: Pablo Echamendi Lorente. JEUDI 23/ THURSDAY 23 rd W S V : G E O S P A T I A L D A T A A C C E S S CURSO Inspire JEUDI 23/ THURSDAY 23 rd SPEAKER: Pablo Echamendi Lorente WS 5 SCHEDULE WMS OVERVIEW ACTIONS OGC SPECIFICATIONS OTHER SERVICES OVERVIEW proposal: Member States shall establish and operate

More information

Use of OGC Sensor Web Enablement Standards in the Meteorology Domain. in partnership with

Use of OGC Sensor Web Enablement Standards in the Meteorology Domain. in partnership with Use of OGC Sensor Web Enablement Standards in the Meteorology Domain in partnership with Outline Introduction to OGC Sensor Web Enablement Standards Web services Metadata encodings SWE as front end of

More information

Chaining Façades: Higher Efficiency in evolution-enabled Spatial Data Infrastructures (SDI)

Chaining Façades: Higher Efficiency in evolution-enabled Spatial Data Infrastructures (SDI) Chaining Façades: Higher Efficiency in evolution-enabled Spatial Data Infrastructures (SDI) Roland M. Wagner Fraunhofer ISST, Berlin/Dortmund, Germany ABSTRACT After the first publication of the known

More information

Federal Enterprise Architecture and Service-Oriented Architecture

Federal Enterprise Architecture and Service-Oriented Architecture Federal Enterprise Architecture and Service-Oriented Architecture Concepts and Synergies Melvin Greer Chief Strategist, SOA / Cloud Computing Certified Enterprise Architect Copyright August 19, 2010 2010

More information

A Web services solution for Work Management Operations. Venu Kanaparthy Dr. Charles O Hara, Ph. D. Abstract

A Web services solution for Work Management Operations. Venu Kanaparthy Dr. Charles O Hara, Ph. D. Abstract A Web services solution for Work Management Operations Venu Kanaparthy Dr. Charles O Hara, Ph. D Abstract The GeoResources Institute at Mississippi State University is leveraging Spatial Technologies and

More information

Environment Canada Data Management Program. Paul Paciorek Corporate Services Branch May 7, 2014

Environment Canada Data Management Program. Paul Paciorek Corporate Services Branch May 7, 2014 Environment Canada Data Management Program Paul Paciorek Corporate Services Branch May 7, 2014 EC Data Management Program (ECDMP) consists of 5 foundational, incremental projects which will implement

More information

Introduction to Service Oriented Architectures (SOA)

Introduction to Service Oriented Architectures (SOA) Introduction to Service Oriented Architectures (SOA) Responsible Institutions: ETHZ (Concept) ETHZ (Overall) ETHZ (Revision) http://www.eu-orchestra.org - Version from: 26.10.2007 1 Content 1. Introduction

More information

Principles and Foundations of Web Services: An Holistic View (Technologies, Business Drivers, Models, Architectures and Standards)

Principles and Foundations of Web Services: An Holistic View (Technologies, Business Drivers, Models, Architectures and Standards) Principles and Foundations of Web Services: An Holistic View (Technologies, Business Drivers, Models, Architectures and Standards) Michael P. Papazoglou (INFOLAB/CRISM, Tilburg University, The Netherlands)

More information

irods and Metadata survey Version 0.1 Date March Abhijeet Kodgire akodgire@indiana.edu 25th

irods and Metadata survey Version 0.1 Date March Abhijeet Kodgire akodgire@indiana.edu 25th irods and Metadata survey Version 0.1 Date 25th March Purpose Survey of Status Complete Author Abhijeet Kodgire akodgire@indiana.edu Table of Contents 1 Abstract... 3 2 Categories and Subject Descriptors...

More information

ArcGIS Data Models Practical Templates for Implementing GIS Projects

ArcGIS Data Models Practical Templates for Implementing GIS Projects ArcGIS Data Models Practical Templates for Implementing GIS Projects GIS Database Design According to C.J. Date (1995), database design deals with the logical representation of data in a database. The

More information

ISO 19119 and OGC Service Architecture

ISO 19119 and OGC Service Architecture George PERCIVALL, USA Keywords: Geographic Information, Standards, Architecture, Services. ABSTRACT ISO 19119, "Geographic Information - Services," has been developed jointly with the Services Architecture

More information

Introduction to Geospatial Web Services

Introduction to Geospatial Web Services Geospatial Web Services Introduction to Geospatial Web Services An introduction and inventory of geospatial web services and their importance to interoperability in the geospatial domain. vers. 20100604

More information

Policy Driven Practices for SOA

Policy Driven Practices for SOA Independent Insight for Oriented Practice Policy Driven Practices for SOA Lawrence Wilkes CBDI Forum www.cbdiforum.com Agenda! Enterprise SOA Challenge! SOA Policy Areas! Layered Architecture as a basis

More information

Model Driven Interoperability through Semantic Annotations using SoaML and ODM

Model Driven Interoperability through Semantic Annotations using SoaML and ODM Model Driven Interoperability through Semantic Annotations using SoaML and ODM JiuCheng Xu*, ZhaoYang Bai*, Arne J.Berre*, Odd Christer Brovig** *SINTEF, Pb. 124 Blindern, NO-0314 Oslo, Norway (e-mail:

More information

Interoperable Solutions in Web-based Mapping

Interoperable Solutions in Web-based Mapping ISPRS SIPT IGU UCI CIG ACSG Table of contents Table des matières Authors index Index des auteurs Search Recherches Exit Sortir Interoperable Solutions in Web-based Mapping Marta Wojnarowska and Bridget

More information

Building Semantic Content Management Framework

Building Semantic Content Management Framework Building Semantic Content Management Framework Eric Yen Computing Centre, Academia Sinica Outline What is CMS Related Work CMS Evaluation, Selection, and Metrics CMS Applications in Academia Sinica Concluding

More information

An Esri White Paper June 2011 ArcGIS for INSPIRE

An Esri White Paper June 2011 ArcGIS for INSPIRE An Esri White Paper June 2011 ArcGIS for INSPIRE Esri, 380 New York St., Redlands, CA 92373-8100 USA TEL 909-793-2853 FAX 909-793-5953 E-MAIL info@esri.com WEB esri.com Copyright 2011 Esri All rights reserved.

More information

13 th EC GI & GIS Workshop WIN: A new OGC compliant SOA. for risk management. GMV, 2007 Property of GMV All rights reserved

13 th EC GI & GIS Workshop WIN: A new OGC compliant SOA. for risk management. GMV, 2007 Property of GMV All rights reserved 13 th EC GI & GIS Workshop WIN: A new OGC compliant SOA for risk management GMV, 2007 Property of GMV All rights reserved Content 1. Introduction 2. Objectives 3. Architecture and Model 4. Technical aspects

More information

Combining SAWSDL, OWL DL and UDDI for Semantically Enhanced Web Service Discovery

Combining SAWSDL, OWL DL and UDDI for Semantically Enhanced Web Service Discovery Combining SAWSDL, OWL DL and UDDI for Semantically Enhanced Web Service Discovery Dimitrios Kourtesis, Iraklis Paraskakis SEERC South East European Research Centre, Greece Research centre of the University

More information

Metadata for Data Discovery: The NERC Data Catalogue Service. Steve Donegan

Metadata for Data Discovery: The NERC Data Catalogue Service. Steve Donegan Metadata for Data Discovery: The NERC Data Catalogue Service Steve Donegan Introduction NERC, Science and Data Centres NERC Discovery Metadata The Data Catalogue Service NERC Data Services Case study:

More information

Software Engineering II

Software Engineering II Software Engineering II Dr. Rami Bahsoon School of Computer Science University of Birmingham r.bahsoon@cs.bham.ac.uk Software Engineering II - Dr R Bahsoon Introduction to Cloud and SOA 1 Service-oriented

More information

SOA Planning Guide. 2015 The Value Enablement Group, LLC. All rights reserved.

SOA Planning Guide. 2015 The Value Enablement Group, LLC. All rights reserved. SOA Planning Guide 1 Agenda q SOA Introduction q SOA Benefits q SOA Principles q SOA Framework q Governance q Measurement q Tools q Strategic (long term) View 2 Introduction to SOA q Service-oriented architecture

More information

SERVICE ORIENTED ARCHITECTURE

SERVICE ORIENTED ARCHITECTURE SERVICE ORIENTED ARCHITECTURE Introduction SOA provides an enterprise architecture that supports building connected enterprise applications to provide solutions to business problems. SOA facilitates the

More information

Geospatial Portal Reference Architecture

Geospatial Portal Reference Architecture Geospatial Portal Reference Architecture DRAFT OGC 04-039 Open Geospatial Consortium Inc. Date: 2004-07-02 Reference number of this OpenGIS document: OGC 04-039 Version: 0.2 Category: OpenGIS Discussion

More information

Combining Services and Semantics on the Web

Combining Services and Semantics on the Web Combining Services and Semantics on the Web Katia Sycara, Massimo Paolucci and Naveen Srinivasan Software Agents Lab Carnegie Mellon University Pittsburgh, PA Mark Burstein Human-Centered Systems Group

More information

COSTE: a Web-Services Infrastructure Enabling Interoperability and Integration of Spatial and Traffic e-contents for European Regions

COSTE: a Web-Services Infrastructure Enabling Interoperability and Integration of Spatial and Traffic e-contents for European Regions COSTE: a Web-s Infrastructure Enabling Interoperability and Integration of Spatial and Traffic e-contents for European Regions Marco Boero Softeco Sismat SpA Italy Geographic Information: Motivation, problem

More information

Concepts and Architecture of Grid Computing. Advanced Topics Spring 2008 Prof. Robert van Engelen

Concepts and Architecture of Grid Computing. Advanced Topics Spring 2008 Prof. Robert van Engelen Concepts and Architecture of Grid Computing Advanced Topics Spring 2008 Prof. Robert van Engelen Overview Grid users: who are they? Concept of the Grid Challenges for the Grid Evolution of Grid systems

More information

EXPLORING AND SHARING GEOSPATIAL INFORMATION THROUGH MYGDI EXPLORER

EXPLORING AND SHARING GEOSPATIAL INFORMATION THROUGH MYGDI EXPLORER EXPLORING AND SHARING GEOSPATIAL INFORMATION THROUGH MYGDI EXPLORER Subashini Panchanathan Malaysian Centre For Geospatial Data Infrastructure ( MaCGDI ) Ministry of National Resources and Environment

More information

An architecture for open and scalable WebGIS

An architecture for open and scalable WebGIS An architecture for open and scalable WebGIS Aleksandar Milosavljević, Leonid Stoimenov, Slobodanka Djordjević-Kajan CG&GIS Lab, Department of Computer Science Faculty of Electronic Engineering, University

More information

CMDB Essential to Service Management Strategy. All rights reserved 2007

CMDB Essential to Service Management Strategy. All rights reserved 2007 CMDB: Essential to the Service Management strategy Business Proposition: This white paper describes how the CMDB is an essential component of the IT Service Management Strategy, and why the FrontRange

More information

Web Map Context Service for Adaptive Geospatial Data Visualization

Web Map Context Service for Adaptive Geospatial Data Visualization Web Map Context Service for Adaptive Geospatial Data Visualization Miloš Bogdanović, Danilo Vulović, Leonid Stoimenov INTRODUCTION Faculty of Electronic Engineering, University of Niš, Serbia {milos.bogdanovic,

More information

Using standards for ocean data

Using standards for ocean data Pan-European infrastructure for marine and ocean data management Using standards for ocean data By Dick M.A. Schaap SeaDataNet Technical Coordinator Vienna, April 09 Supported by the European Commission

More information

The four (five) Sensors

The four (five) Sensors The four (five) Sensors SWE based sensor integration in the German Indonesian Tsunami Early Warning and Mitigation System project (GITEWS) Rainer Häner, GeoForschungsZentrum Potsdam Content GITEWS: A short

More information

INTEROPERABLE IMAGE DATA ACCESS THROUGH ARCGIS SERVER

INTEROPERABLE IMAGE DATA ACCESS THROUGH ARCGIS SERVER INTEROPERABLE IMAGE DATA ACCESS THROUGH ARCGIS SERVER Qian Liu Environmental Systems Research Institute 380 New York Street Redlands, CA92373, U.S.A - qliu@esri.com KEY WORDS: OGC, Standard, Interoperability,

More information

The ORIENTGATE data platform

The ORIENTGATE data platform Seminar on Proposed and Revised set of indicators June 4-5, 2014 - Belgrade (Serbia) The ORIENTGATE data platform WP2, Action 2.4 Alessandra Nuzzo, Sandro Fiore, Giovanni Aloisio Scientific Computing and

More information

Distributed GML Management with SVG Tools

Distributed GML Management with SVG Tools Distributed GML Management with SVG Tools Gunnar Misund Associate Professor Head of Environmental Computing - Henning Kristiansen M. Sc. Student - Mats S. Lindh M. Sc. Student -- Østfold University College

More information

SOA GOVERNANCE MODEL

SOA GOVERNANCE MODEL SOA GOVERNANCE MODEL Matjaz B. Juric University of Ljubljana, Slovenia matjaz.juric@fri.uni-lj.si Eva Zupancic University of Ljubljana, Slovenia Abstract: Service Oriented Architecture (SOA) has become

More information

IPL Service Definition - Master Data Management Service

IPL Service Definition - Master Data Management Service IPL Proposal IPL Service Definition - Master Data Management Service Project: Date: 16th Dec 2014 Issue Number: Issue 1 Customer: Crown Commercial Service Page 1 of 7 IPL Information Processing Limited

More information

A QoS-aware Method for Web Services Discovery

A QoS-aware Method for Web Services Discovery Journal of Geographic Information System, 2010, 2, 40-44 doi:10.4236/jgis.2010.21008 Published Online January 2010 (http://www.scirp.org/journal/jgis) A QoS-aware Method for Web Services Discovery Bian

More information

The Data Grid: Towards an Architecture for Distributed Management and Analysis of Large Scientific Datasets

The Data Grid: Towards an Architecture for Distributed Management and Analysis of Large Scientific Datasets The Data Grid: Towards an Architecture for Distributed Management and Analysis of Large Scientific Datasets!! Large data collections appear in many scientific domains like climate studies.!! Users and

More information

The Nordic way to International standardization ISO/TC 211

The Nordic way to International standardization ISO/TC 211 «Think Local - Act Global» Why engagement in international standards development is important A Nordic Perspective The Nordic way to International standardization Olaf Magnus Østensen Chair of Norway SOSI

More information

Amit Sheth & Ajith Ranabahu, 2010. Presented by Mohammad Hossein Danesh

Amit Sheth & Ajith Ranabahu, 2010. Presented by Mohammad Hossein Danesh Amit Sheth & Ajith Ranabahu, 2010 Presented by Mohammad Hossein Danesh 1 Agenda Introduction to Cloud Computing Research Motivation Semantic Modeling Can Help Use of DSLs Solution Conclusion 2 3 Motivation

More information

Sextant. Spatial Data Infrastructure for Marine Environment. C. Satra Le Bris, E. Quimbert, M. Treguer

Sextant. Spatial Data Infrastructure for Marine Environment. C. Satra Le Bris, E. Quimbert, M. Treguer Sextant On-Line information system for marine geographical information E. Quimbert, M. Bellouis, F. Lecuy, M. Treguer Centre de Bretagne BP 70, Plouzané 29280 France E-mail: sextant@ifremer.fr Sextant

More information

Service Oriented Architecture 1 COMPILED BY BJ

Service Oriented Architecture 1 COMPILED BY BJ Service Oriented Architecture 1 COMPILED BY BJ CHAPTER 9 Service Oriented architecture(soa) Defining SOA. Business value of SOA SOA characteristics. Concept of a service, Enterprise Service Bus (ESB) SOA

More information

The use of Semantic Web Technologies in Spatial Decision Support Systems

The use of Semantic Web Technologies in Spatial Decision Support Systems The use of Semantic Web Technologies in Spatial Decision Support Systems Adam Iwaniak Jaromar Łukowicz Iwona Kaczmarek Marek Strzelecki The INSPIRE Conference 2013, 23-27 June Wroclaw University of Environmental

More information

On-demand Provisioning of Workflow Middleware and Services An Overview

On-demand Provisioning of Workflow Middleware and Services An Overview On-demand Provisioning of Workflow Middleware and s An Overview University of Stuttgart Universitätsstr. 8 70569 Stuttgart Germany Karolina Vukojevic-Haupt, Florian Haupt, and Frank Leymann Institute of

More information

Implementing a Municipal SDI with Service Oriented Architecture

Implementing a Municipal SDI with Service Oriented Architecture Implementing a Municipal SDI with Service Oriented Architecture A. A. Ghaemi a, F. Samadzadegan b, A. Rajabifard c, M. Yadegari b a Tehran Municipality ICT Organazation, Tehran, Iran ghaemi@tehran.ir b

More information

Detailed definitions on the INSPIRE Network Services

Detailed definitions on the INSPIRE Network Services INSPIRE Infrastructure for Spatial Information in Europe Detailed definitions on the INSPIRE Network Services Title Detailed definitions on the INSPIRE Network Services Creator Date 2005-07-22 Subject

More information

Clemens Portele interactive instruments GmbH

Clemens Portele interactive instruments GmbH GML - TU Delft - Standards in Action - 17.11.2004 GML Geography Markup Language Clemens Portele interactive instruments GmbH interactive instruments GmbH GML - TU Delft - Standards in Action - 17.11.2004

More information

J12.5 AN EXAMPLE OF NEXTGEN WEATHER INFORMATION INTEGRATION AND MANAGEMENT

J12.5 AN EXAMPLE OF NEXTGEN WEATHER INFORMATION INTEGRATION AND MANAGEMENT J12.5 AN EXAMPLE OF NEXTGEN WEATHER INFORMATION INTEGRATION AND MANAGEMENT Russ Sinclair*, Tom Hicks, Carlos Felix, Keith Bourke Harris Corporation, Melbourne, Florida 1. INTRODUCTION In the NextGen era

More information

Chapter 6 Basics of Data Integration. Fundamentals of Business Analytics RN Prasad and Seema Acharya

Chapter 6 Basics of Data Integration. Fundamentals of Business Analytics RN Prasad and Seema Acharya Chapter 6 Basics of Data Integration Fundamentals of Business Analytics Learning Objectives and Learning Outcomes Learning Objectives 1. Concepts of data integration 2. Needs and advantages of using data

More information

Resource Oriented Architecture and REST

Resource Oriented Architecture and REST Resource Oriented Architecture and REST Assessment of impact and advantages on INSPIRE Roberto Lucchi, Michel Millot European Commission Joint Research Centre Institute for Environment and Sustainability

More information

Table of Contents. CHAPTER 1 Web-Based Systems 1. CHAPTER 2 Web Engineering 12. CHAPTER 3 A Web Engineering Process 24

Table of Contents. CHAPTER 1 Web-Based Systems 1. CHAPTER 2 Web Engineering 12. CHAPTER 3 A Web Engineering Process 24 Table of Contents CHAPTER 1 Web-Based Systems 1 The Web 1 Web Applications 2 Let s Introduce a Case Study 3 Are WebApps Really Computer Software? 4 Are the Attributes of WebApps Different from the Attributes

More information

Thomas Usländer Fraunhofer IITB

Thomas Usländer Fraunhofer IITB ORCHESTRA Day Stresa, 12 December 2007 ORCHESTRA Architecture - Behind the Scenes Thomas Usländer Fraunhofer IITB ORCHESTRA Consortium ORCHESTRA Ambition Analysis Maps Info Centre Archive Control centre

More information

Bentley ArcGIS. Connector

Bentley ArcGIS. Connector Bentley ArcGIS Connector Introduction ESRI, as a GIS software products company, and Bentley Systems, Incorporated, as a developer of solutions for architecture/engineering/construction (AEC) professionals,

More information

Cadastre in the context of SDI and INSPIRE

Cadastre in the context of SDI and INSPIRE Cadastre in the context of SDI and INSPIRE Dr. Markus Seifert Bavarian Administration for Surveying and Cadastre Cadastre in the digital age the approach in Germany 3 rd CLGE Conference, Hanover, 11.10.2012

More information

SAP Data Services 4.X. An Enterprise Information management Solution

SAP Data Services 4.X. An Enterprise Information management Solution SAP Data Services 4.X An Enterprise Information management Solution Table of Contents I. SAP Data Services 4.X... 3 Highlights Training Objectives Audience Pre Requisites Keys to Success Certification

More information

ECM Governance Policies

ECM Governance Policies ECM Governance Policies Metadata and Information Architecture Policy Document summary Effective date 13 June 2012 Last updated 17 November 2011 Policy owner Library Services, ICTS Approved by Council Reviewed

More information

GIS Initiative: Developing an atmospheric data model for GIS. Olga Wilhelmi (ESIG), Jennifer Boehnert (RAP/ESIG) and Terri Betancourt (RAP)

GIS Initiative: Developing an atmospheric data model for GIS. Olga Wilhelmi (ESIG), Jennifer Boehnert (RAP/ESIG) and Terri Betancourt (RAP) GIS Initiative: Developing an atmospheric data model for GIS Olga Wilhelmi (ESIG), Jennifer Boehnert (RAP/ESIG) and Terri Betancourt (RAP) Unidata seminar August 30, 2004 Presentation Outline Overview

More information

GIS Databases With focused on ArcSDE

GIS Databases With focused on ArcSDE Linköpings universitet / IDA / Div. for human-centered systems GIS Databases With focused on ArcSDE Imad Abugessaisa g-imaab@ida.liu.se 20071004 1 GIS and SDBMS Geographical data is spatial data whose

More information

A Step-by-Step Guide to Defining Your Cloud Services Catalog

A Step-by-Step Guide to Defining Your Cloud Services Catalog A Step-by-Step Guide to Defining Your Cloud Services Catalog Table of Contents Introduction Chapter 1 Defining the Services Catalog Chapter 2 Building a Services Catalog Chapter 3 Choosing the Right Solution

More information

Study of GML-Based Geographical Data Visualization Strategy

Study of GML-Based Geographical Data Visualization Strategy Study of GML-Based Geographical Data Visualization Strategy ZHANG LIN 1, CHEN SHI-BIN 2 1 College of Information Technology, ZheJiang University of Finance & Economics, HangZhou 310012, China 2 College

More information

secure intelligence collection and assessment system Your business technologists. Powering progress

secure intelligence collection and assessment system Your business technologists. Powering progress secure intelligence collection and assessment system Your business technologists. Powering progress The decisive advantage for intelligence services The rising mass of data items from multiple sources

More information

11-12 June 2015, Bari-Italy. Stefano Nativi CNR-IIA

11-12 June 2015, Bari-Italy. Stefano Nativi CNR-IIA 11-12 June 2015, Bari-Italy Stefano Nativi CNR-IIA Coordinating an Observation Network of Networks EnCompassing satellite and IN-situ to fill the Gaps in European Observations GEOSS Information System

More information

Development and deployment of a services catalog in compliance with the INSPIRE metadata implementing rules

Development and deployment of a services catalog in compliance with the INSPIRE metadata implementing rules Development and deployment of a services catalog in compliance with the INSPIRE metadata implementing rules J. Nogueras-Iso 1, J. Barrera 1, A.F. Rodríguez 2, R. Recio 1, C. Laborda 3, F.J. Zarazaga-Soria

More information

Product Navigator User Guide

Product Navigator User Guide Product Navigator User Guide Table of Contents Contents About the Product Navigator... 1 Browser support and settings... 2 Searching in detail... 3 Simple Search... 3 Extended Search... 4 Browse By Theme...

More information

Data interchange between Web client based task controllers and management information systems using ISO and OGC standards

Data interchange between Web client based task controllers and management information systems using ISO and OGC standards Data interchange between Web client based task controllers and management information systems using ISO and OGC standards Michael Nørremark 1*, Ole Jørgensen 1, Jens Bligaard 2 and Claus G. Sørensen 1

More information

BC Geographic Warehouse. A Guide for Data Custodians & Data Managers

BC Geographic Warehouse. A Guide for Data Custodians & Data Managers BC Geographic Warehouse A Guide for Data Custodians & Data Managers Last updated November, 2013 TABLE OF CONTENTS INTRODUCTION... 1 Purpose... 1 Audience... 1 Contents... 1 It's All About Information...

More information

Statistical analysis of geospatial information relevance of SDI s and international standards. Linda Peters, Esri

Statistical analysis of geospatial information relevance of SDI s and international standards. Linda Peters, Esri Statistical analysis of geospatial information relevance of SDI s and international standards Linda Peters, Esri The geospatial and statistical communities are major contributors of information used as

More information

Following a guiding STAR? Latest EH work with, and plans for, Semantic Technologies

Following a guiding STAR? Latest EH work with, and plans for, Semantic Technologies Following a guiding STAR? Latest EH work with, and plans for, Semantic Technologies Presented by Keith May Based on research work of English Heritage staff especially Paul Cripps & Phil Carlisle (NMR DSU)

More information

BYODs & FAIR Data Stewardship

BYODs & FAIR Data Stewardship BYODs & FAIR Data Stewardship Luiz Olavo Bonino luiz.bonino@dtls.nl www.elixir-europe.org Summary FAIR Data stewardship Approach in NL BYOD FAIR Data tooling ecosystem Way of working (FAIR) Data Stewardship

More information

2007 to 2010 SharePoint Migration - Take Time to Reorganize

2007 to 2010 SharePoint Migration - Take Time to Reorganize 2007 to 2010 SharePoint Migration - Take Time to Reorganize by Mark Klinchin CTO, MetaVis Technologies May 2010 Phone: (610)-717-0413 Email: info@metavistech.com Website: www.metavistech.com Introduction

More information

GIS Data Models for INSPIRE and ELF

GIS Data Models for INSPIRE and ELF GIS Data Models for INSPIRE and ELF Paul Hardy Roberto Lucchi EuroSDR/ELF Copenhagen Data Modelling and Model Driven Implementation of Data Distribution 28 Jan 2015 ArcGIS for INSPIRE Extends ArcGIS for

More information

ArcGIS Framework Plug-In: Extending the ArcGIS Desktop for ANSI Standard Framework Data to Support Government Decision Making

ArcGIS Framework Plug-In: Extending the ArcGIS Desktop for ANSI Standard Framework Data to Support Government Decision Making ArcGIS Framework Plug-In: Extending the ArcGIS Desktop for ANSI Standard Framework Data to Support Government Decision Making Final Project Report October 28, 2008 Agreement Number Organization Project

More information

WP 3. Elaboration database Architecture Features (Software Architecture Document)

WP 3. Elaboration database Architecture Features (Software Architecture Document) Architecture Features (Software Architecture Document) o Best in class solution, using EC recommendations for IT in this field o Implementation based on free open source o Based on OGC standards, high

More information

rating of 5 out 5 stars

rating of 5 out 5 stars SPM User Guide Contents Aegify comprehensive benefits... 2 Security Posture Assessment workflow... 3 Scanner Management... 3 Upload external scan output... 6 Reports - Views... 6 View Individual Security

More information

Core Enterprise Services, SOA, and Semantic Technologies: Supporting Semantic Interoperability

Core Enterprise Services, SOA, and Semantic Technologies: Supporting Semantic Interoperability Core Enterprise, SOA, and Semantic Technologies: Supporting Semantic Interoperability in a Network-Enabled Environment 2011 SOA & Semantic Technology Symposium 13-14 July 2011 Sven E. Kuehne sven.kuehne@nc3a.nato.int

More information

Using the Grid for the interactive workflow management in biomedicine. Andrea Schenone BIOLAB DIST University of Genova

Using the Grid for the interactive workflow management in biomedicine. Andrea Schenone BIOLAB DIST University of Genova Using the Grid for the interactive workflow management in biomedicine Andrea Schenone BIOLAB DIST University of Genova overview background requirements solution case study results background A multilevel

More information

Tool Support for Developing Scalable J2EE Web Service Architectures. Guus Ramackers Application Development Tools Oracle Corporation

Tool Support for Developing Scalable J2EE Web Service Architectures. Guus Ramackers Application Development Tools Oracle Corporation Tool Support for Developing Scalable J2EE Web Service Architectures Guus Ramackers Application Development Tools Oracle Corporation guus.ramackers@oracle.com www.oracle.com Using All This in Real Life

More information

BUSINESS VALUE OF SEMANTIC TECHNOLOGY

BUSINESS VALUE OF SEMANTIC TECHNOLOGY BUSINESS VALUE OF SEMANTIC TECHNOLOGY Preliminary Findings Industry Advisory Council Emerging Technology (ET) SIG Information Sharing & Collaboration Committee July 15, 2005 Mills Davis Managing Director

More information

Enterprise GIS Solutions to GIS Data Dissemination

Enterprise GIS Solutions to GIS Data Dissemination Enterprise GIS Solutions to GIS Data Dissemination ESRI International User Conference July 13 17, 2009 Wendy M. Turner Senior GIS Engineer & Program Manager Freedom Consulting Group, LLC Building the Enterprise

More information

Service-Oriented Architecture and Software Engineering

Service-Oriented Architecture and Software Engineering -Oriented Architecture and Software Engineering T-86.5165 Seminar on Enterprise Information Systems (2008) 1.4.2008 Characteristics of SOA The software resources in a SOA are represented as services based

More information

Test Data Management Concepts

Test Data Management Concepts Test Data Management Concepts BIZDATAX IS AN EKOBIT BRAND Executive Summary Test Data Management (TDM), as a part of the quality assurance (QA) process is more than ever in the focus among IT organizations

More information

Service-Oriented Architecture and its Implications for Software Life Cycle Activities

Service-Oriented Architecture and its Implications for Software Life Cycle Activities Service-Oriented Architecture and its Implications for Software Life Cycle Activities Grace A. Lewis Software Engineering Institute Integration of Software-Intensive Systems (ISIS) Initiative Agenda SOA:

More information

The Enterprise Service Bus: Making Service-Oriented Architecture Real

The Enterprise Service Bus: Making Service-Oriented Architecture Real The Enterprise Service Bus: Making Service-Oriented Architecture Real M.T. Schmidt et al. Presented by: Mikael Fernandus Simalango SOA in Early Days Introduction Service Requester bind find Service Registry

More information

The Core Pillars of AN EFFECTIVE DOCUMENT MANAGEMENT SOLUTION

The Core Pillars of AN EFFECTIVE DOCUMENT MANAGEMENT SOLUTION The Core Pillars of AN EFFECTIVE DOCUMENT MANAGEMENT SOLUTION Amanda Perran 6 Time MVP Microsoft SharePoint Server Practice Lead, SharePoint - Plato vts Microsoft Co-Author of Beginning SharePoint 2007

More information

What s a BA to do with Data? Discover and define standard data elements in business terms. Susan Block, Program Manager The Vanguard Group

What s a BA to do with Data? Discover and define standard data elements in business terms. Susan Block, Program Manager The Vanguard Group What s a BA to do with Data? Discover and define standard data elements in business terms Susan Block, Program Manager The Vanguard Group Discussion Points Discovering Business Data The Data Administration

More information

Data Grids. Lidan Wang April 5, 2007

Data Grids. Lidan Wang April 5, 2007 Data Grids Lidan Wang April 5, 2007 Outline Data-intensive applications Challenges in data access, integration and management in Grid setting Grid services for these data-intensive application Architectural

More information

ArcGIS : Engineered for Interoperability

ArcGIS : Engineered for Interoperability ArcGIS : Engineered for Interoperability An ESRI White Paper January 2006 ESRI 380 New York St., Redlands, CA 92373 8100, USA TEL 909 793 2853 FAX 909 793 5953 E MAIL info@esri.com WEB www.esri.com Copyright

More information

OpenGIS web services architecture description

OpenGIS web services architecture description Open Geospatial Consortium Inc. Date: 2005-11-17 Reference number of this document: OGC 05-042r2 Version: 0.1.0 Category: OpenGIS Best Practices Paper Editor: Arliss Whiteside OpenGIS web architecture

More information

Data Management in an International Data Grid Project. Timur Chabuk 04/09/2007

Data Management in an International Data Grid Project. Timur Chabuk 04/09/2007 Data Management in an International Data Grid Project Timur Chabuk 04/09/2007 Intro LHC opened in 2005 several Petabytes of data per year data created at CERN distributed to Regional Centers all over the

More information

HydroDesktop Overview

HydroDesktop Overview HydroDesktop Overview 1. Initial Objectives HydroDesktop (formerly referred to as HIS Desktop) is a new component of the HIS project intended to address the problem of how to obtain, organize and manage

More information