Rotorcraft Health Management System (RHMS)
|
|
- Blaze Garrett
- 7 years ago
- Views:
Transcription
1 AIAC-11 Eleventh Australian International Aerospace Congress Rotorcraft Health Management System (RHMS) Robab Safa-Bakhsh 1, Dmitry Cherkassky 2 1 The Boeing Company, Phantom Works Philadelphia Center for Math and Computing, robab.safa-bakhsh@boeing.com 2 Dovetail Concepts, Inc., dc@dovetailconcepts.com Summary: This paper describes Rotorcraft Health Management System (RHMS), which is a set of ground - based tools for acquisition, management and interchange of data collected by on-board health and usage monitoring systems (HUMS). Development of sophisticated health monitoring algorithms requires specialized technical knowledge specific to particular components. In addition, development, testing and maturation of algorithms usually involve large volumes of health and operational data from test beds, flight tests and operations. Such factors lead to complex health monitoring systems developed and operated by diverse organizations. The RHMS facilitates and reduces costs of research, development and maturation of health monitoring algorithms; deployment, administration and maintenance of health monitoring software; engineering analysis by manufacturers of airspace vehicles and subsystems; and integration of health monitoring into operational and maintenance procedures by aircraft operators. Keywords: health management, rotorcraft health and usage monitoring system, autonomous logistics, automated maintenance, decision support system Introduction In recent years there has been a push toward sophisticated health and usage monitoring algorithms capable of producing accurate diagnostic and prognostic assessments for a variety of aircraft components and subsystems. This push is largely driven by the promise of greater reliability, increased mission readiness and decreased sustainability costs. Design, implementation and operation of such algorithms require collection and analysis of large volumes of data from diverse sources. Consequently, on-board systems and test beds are collecting larger volumes of more complex data for a greater variety of components. At the same time, as algorithms that rely on this data are becoming more sophisticated, they are produced by diverse suppliers who are specialized experts. This diversity of data producers and consumers makes common infrastructure for acquiring, processing and managing the health and usage data indispensable. The RHMS addresses the data management and utilization complexities by providing a common infrastructure for describing, storing and processing HUMS data. It contains a set of modules that abstract data management tasks to support generic data handling, but at the same time provide the capability to describe data items and algorithm input/output in detail sufficient to support human and machine understanding of HUMS processes and results. Data acquisition tools of the RHMS include the binary data format definition schema for specifying layout of binary data files, data mapping definition support for specifying properties of data sources and mapping data to a standard internal representation, and a generic data parser for converting data from diverse sources to the internal representation. Eleventh Australian International Aerospace Congress Sunday 13 Thursday 17 March 2005 Melbourne, Victoria, Australia Fourth DTSO International Conference on Health and Usage Monitoring
2 Data management tools include support for storing, retrieving and managing health data. Data interchange and data processing support tools include data presentation specification for defining data input and output of health monitoring modules, interface specification for data providers and consumers, and support for workflow definition for health monitoring processes. Architecture The RHMS is a web-based system supporting web browser clients and web service interfaces. Fig. 1 depicts a high-level functional representation of the system. Fig. 1: Architecture Diagram At the heart of the system is a database with a generic schema capable of storing simple and structured data items, algorithm input and output bindings, and time-varying configuration information. All database access is abstracted by the Data Access Layer, which supports both data input and output. Data is collected through the Data Collection Layer, which includes a generic binary data parser capable of processing any binary file described using the system s binary format definition language. Once the data is collected, besides being stored in the database, it is propagated through the aircraft type specific workflow. The workflow is defined using the workflow definition language and includes data input, data validation, module interface, and data output. Workflow tasks can be conditionally executed based on collected data and data processing module output. RHMS supports internal and external modules. Furthermore, it provides access to its data and modules by external systems through web service interfaces. Data Acquisition Fig. 2 depicts a typical flow of the binary data acquisition process within RHMS.
3 Fig. 2: Binary Data Acquisition Process HUMS data acquired from diverse sources, such as onboard and external systems come in a variety of formats. The collected data is usually in binary formats. Often these formats undergo changes as systems mature. XML Schema for Binary Format Definition RHMS addresses the problem of managing data formats by utilizing a binary format definition language. This language follows an XML schema and uses declarative semantics to describe a related group (e.g. a set of formats for different revisions of the same aircraft type) of binary formats. Declarative semantics simplify format definition and facilitate implementation of automated tools for format management. Coupled with the ability to describe multiple variations of the same format, they greatly simplify format management and reduce design, development, validation and sustainment costs. Fig. 3: Binary Format Example Format definition represents binary data as a set of files. Each file is divided into sections, which are divided into records. Records consist of simple data fields (integers, strings and floating-point numbers) and complex data fields (structures and arrays). Common properties of all format elements include byte ordering and character encoding. In addition, each type of format element has its own corresponding properties. For example, array elements have the length property, which may be an integer value or a reference to an integer field within the definition. See Fig. 3 for a conceptual representation of array definition. Similarly, section locations (byte offsets) within files can be specified by an integer or by a reference to an integer field. The latter approach supports tables of contents. The language supports conditional definitions based on field values. One example of the use of this feature is definition of a format in which records are determined by the value of a record header. For example, see the record identifier field in Fig. 3.
4 Fig. 4: Data Acquisition Example RHMS includes a generic data parser, which is capable of processing any binary data format given its definition. Therefore, adding a new version of an existing format or integrating a new format into the system only requires generation of an XML definition file and possible addition of configuration information. When binary files stored in this format are processed, the parser utilizes the format definition to read and validate the data. After the data is validated, it is stored in the database and processed by the Workflow Manager. A sequence diagram representing a simple data acquisition example is depicted in Fig. 4. Work Flow Manager The workflow manager utilizes XML workflow definition files, which define actions to be taken based on the source and contents of the data. Workflow actions may include event and alert generation, requests for additional data input and data validation, data file generation, and module execution. Workflow Manager facilitates data processing and integration of HUMS modules.
5 Fig. 5: Workflow Example A sequence diagram representing a simple workflow execution example is depicted in Fig. 5. The Workflow Manager uses the Module Interface Layer to execute a HUMS module to process acquired data. Then, the Workflow Manager uses the Data Presentation Layer to generate a file containing HUMS data and send this file to an external system. Data Management RHMS supports universal data management by storing acquired data in common data tables and utilizing definitions of data representation and data semantics to standardize handling of data items across multiple platforms. Database Table 1 lists different parts of the RHMS database. Each part contains multiple tables supporting its functionality. Besides storing acquired data, the database schema supports storing information describing manufacturers, deployment sites, external data references, software agents, human agents, software modules, algorithms, assets, source and properties of acquired and computed data, time-varying configuration data, system and asset events, access rights, action logs, and maps to data stored on external systems. The database enables efficient data queries supporting a variety of data views (see the User Interface section for details) and cross-fleet queries supporting engineering analysis.
6 Part Organizations External References Agents Software Assets Assets HUMS Data Configuration Data Events Security Logs External Maps Table 1: HUMS Database Parts Description Manufacturers and deployment sites References to externally stored data (e.g. binary files) Human and software agents Software products, modules and algorithms Monitored assets (e.g. test beds, aircraft and components) HUMS data, data definition and data sources Time-varying HUMS configuration data for software and hardware assets Events associated with assets and RHMS systems Users, roles and access rights Action logs Maps of data to external systems The acquired data is grouped by acquisition events (synchronized acquisitions of one or more data items) and is stored in a set of tables based on data type. Data item definition information is used for data interpretation (units, resolution, measured quantity, etc.) and grouping of simple data items into arrays and structures. Each data item is stored with data source information. Data sources include sensors, algorithms and human input. Every data item can be traced to the source that produced it, input data items (if any) used in its generation and configuration of the source. This approach ensures trace ability and reproducibility of data. Data Integrity RHMS supports error correction and detection codes on file, section and record level. Every data item has an associated validity code. In addition, the Security Manager of RHMS provides user-based and role-based security to prevent unauthorized access and minimize unintentional changes to the data. Data access rights may be defined in terms of properties associated with data items and their sources. These properties may be traced through foreign-key relationships defined in the database schema. This approach enables definition of complex data access rules, such as a particular user having access to all engine-related data generated by systems monitoring engines manufactured by a particular company. Data Processing RHMS exposes HUMS data to internal and external data processing modules. HUMS modules may be executed as part of the initial automated data workflow processing or as part of a separate data processing action, which is scheduled by the system or initiated by a user. Modules are accessed by RHMS through the Module Interface Layer. Currently the module interface layer supports legacy standalone executables and web service modules. The modular architecture of RHMS enables different communication protocols to be added as needed. Stand Alone Module Interface HUMS standalone executables are legacy applications that rely on the file system for input and output. In order to facilitate integration of such modules, the Workflow Manager
7 supports generation of their input and control files, as well as processing of and utilization of data from their output files. This process is shown in Fig. 6. Service Module Interface Fig. 6: Standalone Module Execution RHMS defines web service interfaces for HUMS data access. It implements web services that can be utilized to access HUMS data and consumes web services implemented by HUMS algorithm suppliers (see Fig. 7). Fig. 7: Web Service Module Execution Data Interchange RHMS is designed to facilitate integration with a variety of HUMS modules, external systems and clients. It supports interchange of data through several protocols and enables straightforward integration of additional communication protocols. Data Access Layer The Data Access Layer abstracts all access to RHMS data. It includes support for storing, finding and obtaining acquired and computed data. In addition, it contains the Configuration Manager, which is responsible for providing RHMS configuration information. This information includes configuration for HUMS modules, security and platform-specific definitions. RHMS stores historical configuration information in order to support full traceability.
8 Data Presentation Layer - Interface with External Systems RHMS exposes HUMS data through its Data Presentation Layer (see Fig. 8). The modular nature of the Data Presentation Layer facilitates integration of different communication protocols. Currently SOAP and HTML over HTTP, as well as XML and binary files are supported. Legacy systems that are not capable of obtaining HUMS data through RHMS web service interfaces are able to receive the data as binary and XML files. The binary format definition language defines binary formats required by external systems. XML files required by external systems can be generated using XSL transformations. Typical systems that utilize HUMS data include logistics systems, maintenance management systems, OEM data collection systems and data warehouses. Fig. 8: External Systems Interface User Interface RHMS supports web-based access to HUMS data. Its user interface consists of three areas: commands, view selection and data view. Commands include configuration, file upload, flight debrief and database management. View selection interface enables selection of aircraft and flights. Data view types include logbook, subsystem, flight data, data collection, work order and engineering analysis. In the data collection view, HUMS data is organized the same way as in the acquired files. In the subsystem view, HUMS data is organized by aircraft subsystem. Logbook view focuses on exceedances, usage, alerts and flight related information, as well as aircrew input of observables and verification of flight time and usage. In the work order view, items possibly requiring repair or maintenance are displayed including fault codes from aircraft technical data repository. In addition, the work order view supports initiation of work orders via an interface to a maintenance management system. Engineering analysis view supports data visualization and data mining, including cross-fleet queries. Since there are differences in data presentation and terminology among different platforms, RHMS supports definition of data view using XML. These definitions serve as templates for view layouts specifying what data to display and how to display it. Current Status The current version of RHMS includes the implementation of the HUMS database, as well as initial versions of the Data Collection Layer, the Data Access Layer, the Data Presentation Layer and the Workflow Manager. Fig. 9 depicts a data view screen showing
9 sample data for a V-22 flight. The user interface supports selection of different fleets, browsing through aircraft and flights, and selection of different data views. Fig. 10 shows the file upload screen. The user selects aircraft model and the file to upload. The system uses the aircraft model to determine the binary format definition and extracts the flight timestamp and aircraft tail number from the data file if available. Fig. 9: Data View Screen Fig. 10: File Upload Screen
10 Future Work Future work for RHMS includes maturation of all layers and user interface, as well as addition of support for real-time data collection, integration and demonstration of other platforms, addition of new protocols for HUMS module interface, integration of HUMS modules, and implementation of the Security Manager. In addition, future work includes development of an automated tool for integration of new platforms. This tool will include a graphical editor for defining platform-specific binary formats, workflow, data views, terminology, and HUMS module configuration. The tool will automatically generate all necessary configuration files and database reference data to support the new platform. Conclusion RHMS is a HUMS data management system that utilizes declarative semantics for binary format definition, workflow definition, data properties description and data presentation definition. This approach enables acquisition of data from diverse sources and exchange of data with diverse consumers without placing special requirements on external systems and without integration-related code development. All definition files are in XML format and are well suited to be generated by software tools. These features reduce costs of development, deployment, maturation and sustainment of HUMS systems. In addition, RHMS facilitates validation, certification and qualification of new HUMS modules and HUMS systems for additional platforms. References 1. World Wide Web Consortium. Extensible Markup Language (XML) World Wide Web Consortium. Simple Object Access Protocol (SOAP) World Wide Web Consortium. XSL Transformations (XSLT) Version
CONDIS. IT Service Management and CMDB
CONDIS IT Service and CMDB 2/17 Table of contents 1. Executive Summary... 3 2. ITIL Overview... 4 2.1 How CONDIS supports ITIL processes... 5 2.1.1 Incident... 5 2.1.2 Problem... 5 2.1.3 Configuration...
More information4 5 6 7 8 9 10 11 What is a character acte set? Definition Usage A character encoding or character set (sometimes referred to as code page) consists of a code that pairs a sequence of characters from a
More informationSOA REFERENCE ARCHITECTURE: WEB TIER
SOA REFERENCE ARCHITECTURE: WEB TIER SOA Blueprint A structured blog by Yogish Pai Web Application Tier The primary requirement for this tier is that all the business systems and solutions be accessible
More informationTerms and Definitions for CMS Administrators, Architects, and Developers
Sitecore CMS 6 Glossary Rev. 081028 Sitecore CMS 6 Glossary Terms and Definitions for CMS Administrators, Architects, and Developers Table of Contents Chapter 1 Introduction... 3 1.1 Glossary... 4 Page
More informationIFS-8000 V2.0 INFORMATION FUSION SYSTEM
IFS-8000 V2.0 INFORMATION FUSION SYSTEM IFS-8000 V2.0 Overview IFS-8000 v2.0 is a flexible, scalable and modular IT system to support the processes of aggregation of information from intercepts to intelligence
More informationARM-UAV Mission Gateway System
ARM-UAV Mission Gateway System S. T. Moore and S. Bottone Mission Research Corporation Santa Barbara, California Introduction The Atmospheric Radiation Measurement-unmanned aerospace vehicle (ARM-UAV)
More informationMaintenance Performance Toolbox
Maintenance Performance Toolbox by Rex Douglas, Product Manager, Maintenance Performance Toolbox the the toolbox is Designed is to to help help operators improve system troubleshooting and and reduce repair
More informationEasy configuration of NETCONF devices
Easy configuration of NETCONF devices David Alexa 1 Tomas Cejka 2 FIT, CTU in Prague CESNET, a.l.e. Czech Republic Czech Republic alexadav@fit.cvut.cz cejkat@cesnet.cz Abstract. It is necessary for developers
More informationInformation Technology Career Field Pathways and Course Structure
Information Technology Career Field Pathways and Course Structure Courses in Information Support and Services (N0) Computer Hardware 2 145025 Computer Software 145030 Networking 2 145035 Network Operating
More informationConcepts of Database Management Seventh Edition. Chapter 9 Database Management Approaches
Concepts of Database Management Seventh Edition Chapter 9 Database Management Approaches Objectives Describe distributed database management systems (DDBMSs) Discuss client/server systems Examine the ways
More informationBusiness Process Management with @enterprise
Business Process Management with @enterprise March 2014 Groiss Informatics GmbH 1 Introduction Process orientation enables modern organizations to focus on the valueadding core processes and increase
More informationPervasive Software + NetSuite = Seamless Cloud Business Processes
Pervasive Software + NetSuite = Seamless Cloud Business Processes Successful integration solution between cloudbased ERP and on-premise applications leveraging Pervasive integration software. Prepared
More informationAN INTEGRATION APPROACH FOR THE STATISTICAL INFORMATION SYSTEM OF ISTAT USING SDMX STANDARDS
Distr. GENERAL Working Paper No.2 26 April 2007 ENGLISH ONLY UNITED NATIONS STATISTICAL COMMISSION and ECONOMIC COMMISSION FOR EUROPE CONFERENCE OF EUROPEAN STATISTICIANS EUROPEAN COMMISSION STATISTICAL
More informationAn Interface from YAWL to OpenERP
An Interface from YAWL to OpenERP Joerg Evermann Faculty of Business Administration, Memorial University of Newfoundland, Canada jevermann@mun.ca Abstract. The paper describes an interface from the YAWL
More informationData Mining Governance for Service Oriented Architecture
Data Mining Governance for Service Oriented Architecture Ali Beklen Software Group IBM Turkey Istanbul, TURKEY alibek@tr.ibm.com Turgay Tugay Bilgin Dept. of Computer Engineering Maltepe University Istanbul,
More informationPhysical Security Information Management: A Technical Perspective
P R O X I M E X C O R P O R A T I O N W H ITE PAPER Physical Security Information Management: A Technical Perspective By Ken Cheng 1 Physical Security Information Management: A Technical Perspective Physical
More informationDynamic Decision-Making Web Services Using SAS Stored Processes and SAS Business Rules Manager
Paper SAS1787-2015 Dynamic Decision-Making Web Services Using SAS Stored Processes and SAS Business Rules Manager Chris Upton and Lori Small, SAS Institute Inc. ABSTRACT With the latest release of SAS
More informationREQUIREMENTS FOR AUTOMATED FAULT AND DISTURBANCE DATA ANALYSIS
REQUIREMENTS FOR AUTOMATED FAULT AND DISTURBANCE DATA ANALYSIS Mladen Kezunovic *, Texas A&M University Tomo Popovic, Test Laboratories International, Inc. Donald R. Sevcik, CenterPoint Energy Aniruddha
More informationMD Link Integration. 2013 2015 MDI Solutions Limited
MD Link Integration 2013 2015 MDI Solutions Limited Table of Contents THE MD LINK INTEGRATION STRATEGY...3 JAVA TECHNOLOGY FOR PORTABILITY, COMPATIBILITY AND SECURITY...3 LEVERAGE XML TECHNOLOGY FOR INDUSTRY
More informationBenefits gained from using new maintenance concepts and international logistics standards
Benefits gained from using new maintenance concepts and international logistics standards Authors: Eda YÜCEL, Güral VURAL MilSOFT Yazılım Teknolojileri A.Ş. Teknokent, 06800 ODTU Ankara / TURKEY eyucel@milsoft.com.tr
More informationProperty & Casualty Insurance Solutions from CCS Technology Solutions
Property & Casualty Insurance Solutions from CCS Technology Solution presents OneTimePortal (Powered by WEBSPHERE), Web-based software platform for property and casualty insurers that are seeking to reduce
More informationDeveloping Microsoft SharePoint Server 2013 Advanced Solutions
Course 20489B: Developing Microsoft SharePoint Server 2013 Advanced Solutions Course Details Course Outline Module 1: Creating Robust and Efficient Apps for SharePoint In this module, you will review key
More informationHow To Build A Connector On A Website (For A Nonprogrammer)
Index Data's MasterKey Connect Product Description MasterKey Connect is an innovative technology that makes it easy to automate access to services on the web. It allows nonprogrammers to create 'connectors'
More informationhttp://support.oracle.com/
Contract Management System Architecture Data Sheet October 2012 Legal Notices Copyright 1997, 2012, Oracle and/or its affiliates. All rights reserved. Oracle and Java are registered trademarks of Oracle
More informationDIABLO VALLEY COLLEGE CATALOG 2014-2015
COMPUTER SCIENCE COMSC The computer science department offers courses in three general areas, each targeted to serve students with specific needs: 1. General education students seeking a computer literacy
More informationWeb. Services. Web Technologies. Today. Web. Technologies. Internet WWW. Protocols TCP/IP HTTP. Apache. Next Time. Lecture #3 2008 3 Apache.
JSP, and JSP, and JSP, and 1 2 Lecture #3 2008 3 JSP, and JSP, and Markup & presentation (HTML, XHTML, CSS etc) Data storage & access (JDBC, XML etc) Network & application protocols (, etc) Programming
More informationCourse Syllabus For Operations Management. Management Information Systems
For Operations Management and Management Information Systems Department School Year First Year First Year First Year Second year Second year Second year Third year Third year Third year Third year Third
More informationHUMS Long-Term Data Management
AIAC-12 Twelfth Australian International Aerospace Congress HUMS Long-Term Data Management Graham Forsyth Propulsion Systems Branch, Air Vehicles Division DSTO Australia Abstract: Many Health and Usage
More informationCMMS/EAM AND FINANCIAL INTERFACES. Joe Grassi, Grassi & Associates
CMMS/EAM AND FINANCIAL INTERFACES Joe Grassi, Grassi & Associates Early this year I had the opportunity to address a number of Mainsaver customers at the 32 nd Annual User Conference and discuss the use
More informationIntegrating the Internet into Your Measurement System. DataSocket Technical Overview
Integrating the Internet into Your Measurement System DataSocket Technical Overview Introduction The Internet continues to become more integrated into our daily lives. This is particularly true for scientists
More informationEfficient Verification for Avionic Product Development
YAVE Test Systems Efficient Verification for Avionic Product Development With YAVE FTI offers the full range of test systems from compact budget units up to complex systems configured to customers individual
More informationConcrete uses of XML in software development and data analysis.
Concrete uses of XML in software development and data analysis. S. Patton LBNL, Berkeley, CA 94720, USA XML is now becoming an industry standard for data description and exchange. Despite this there are
More informationSOFTWARE ENGINEERING PROGRAM
SOFTWARE ENGINEERING PROGRAM PROGRAM TITLE DEGREE TITLE Master of Science Program in Software Engineering Master of Science (Software Engineering) M.Sc. (Software Engineering) PROGRAM STRUCTURE Total program
More informationEmerging Technologies Shaping the Future of Data Warehouses & Business Intelligence
Emerging Technologies Shaping the Future of Data Warehouses & Business Intelligence Service Oriented Architecture SOA and Web Services John O Brien President and Executive Architect Zukeran Technologies
More informationInfinite Integration: Unlocking the Value of Enterprise Asset Management through Technology Integration May 2010
Infinite Integration: Unlocking the Value of Enterprise Asset Management through Technology Integration May 2010 RFID, GPS, sensor, and other auto-id technologies promise to revolutionize enterprise asset
More informationMultifunctional Barcode Inventory System for Retailing. Are You Ready for It?
Multifunctional Barcode Inventory System for Retailing. Are You Ready for It? Ling Shi Cai, Leau Yu Beng, Charlie Albert Lasuin, Tan Soo Fun, Chin Pei Yee Abstract This paper explains the development of
More informationLightweight Data Integration using the WebComposition Data Grid Service
Lightweight Data Integration using the WebComposition Data Grid Service Ralph Sommermeier 1, Andreas Heil 2, Martin Gaedke 1 1 Chemnitz University of Technology, Faculty of Computer Science, Distributed
More informationWeb-based Multimedia Content Management System for Effective News Personalization on Interactive Broadcasting
Web-based Multimedia Content Management System for Effective News Personalization on Interactive Broadcasting S.N.CHEONG AZHAR K.M. M. HANMANDLU Faculty Of Engineering, Multimedia University, Jalan Multimedia,
More informationIBM Rational DOORS Next Generation
Silvio Ronchi, Technical Sales & Solutions IBM Software, Rational 26/06/2014 IBM Rational DOORS Next Generation Software and Systems Engineering Rational Agenda 1 Why DOORS Next Generation? 2 Collaborative
More informationDST Worldwide Services. Reporting and Data Warehousing Case Studies
Reporting and Data Warehousing Case Studies The Delivery s Group (DSG) was established as a centralized group in TA2000 for process related management. Its mission is to support, produce and evaluate ideas,
More informationLog Analysis Software Architecture
Log Analysis Software Architecture Contents 1 Introduction 1 2 Definitions 2 3 Software goals 2 4 Requirements 2 4.1 User interaction.......................................... 3 4.2 Log file reading..........................................
More informationCourse 20489B: Developing Microsoft SharePoint Server 2013 Advanced Solutions OVERVIEW
Course 20489B: Developing Microsoft SharePoint Server 2013 Advanced Solutions OVERVIEW About this Course This course provides SharePoint developers the information needed to implement SharePoint solutions
More informationAutomatic Timeline Construction For Computer Forensics Purposes
Automatic Timeline Construction For Computer Forensics Purposes Yoan Chabot, Aurélie Bertaux, Christophe Nicolle and Tahar Kechadi CheckSem Team, Laboratoire Le2i, UMR CNRS 6306 Faculté des sciences Mirande,
More informationIntroduction to XML Applications
EMC White Paper Introduction to XML Applications Umair Nauman Abstract: This document provides an overview of XML Applications. This is not a comprehensive guide to XML Applications and is intended for
More informationApache Web Server Execution Tracing Using Third Eye
Apache Web Server Execution Tracing Using Third Eye Raimondas Lencevicius Alexander Ran Rahav Yairi Nokia Research Center, 5 Wayside Road, Burlington, MA 01803, USA Raimondas.Lencevicius@nokia.com Alexander.Ran@nokia.com
More informationBusiness-Driven Software Engineering Lecture 3 Foundations of Processes
Business-Driven Software Engineering Lecture 3 Foundations of Processes Jochen Küster jku@zurich.ibm.com Agenda Introduction and Background Process Modeling Foundations Activities and Process Models Summary
More informationFirewall Builder Architecture Overview
Firewall Builder Architecture Overview Vadim Zaliva Vadim Kurland Abstract This document gives brief, high level overview of existing Firewall Builder architecture.
More informationService 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 informationXML for Manufacturing Systems Integration
Information Technology for Engineering & Manufacturing XML for Manufacturing Systems Integration Tom Rhodes Information Technology Laboratory Overview of presentation Introductory material on XML NIST
More informationCisco TelePresence Manager
Cisco TelePresence Manager 1.3 Simplifying the Experience: Meeting Scheduling and Management Cisco TelePresence Manager is an integral part of the Cisco TelePresence experience that creates the feeling
More informationSage CRM Connector Tool White Paper
White Paper Document Number: PD521-01-1_0-WP Orbis Software Limited 2010 Table of Contents ABOUT THE SAGE CRM CONNECTOR TOOL... 1 INTRODUCTION... 2 System Requirements... 2 Hardware... 2 Software... 2
More informationExhibit F. VA-130620-CAI - Staff Aug Job Titles and Descriptions Effective 2015
Applications... 3 1. Programmer Analyst... 3 2. Programmer... 5 3. Software Test Analyst... 6 4. Technical Writer... 9 5. Business Analyst... 10 6. System Analyst... 12 7. Software Solutions Architect...
More informationAn introduction to creating Web 2.0 applications in Rational Application Developer Version 8.0
An introduction to creating Web 2.0 applications in Rational Application Developer Version 8.0 September 2010 Copyright IBM Corporation 2010. 1 Overview Rational Application Developer, Version 8.0, contains
More information6.2 Reporting BIPublisher Improvements
6.2 Reporting BIPublisher Improvements Paul Hamill Senior Director, OTM Development 2011 OTM SIG Philadelphia, PA August 16-18, 2011 Safe Harbor Statements The following is intended
More informationDeveloping Microsoft SharePoint Server 2013 Advanced Solutions
Course 20489B: Developing Microsoft SharePoint Server 2013 Advanced Solutions Page 1 of 9 Developing Microsoft SharePoint Server 2013 Advanced Solutions Course 20489B: 4 days; Instructor-Led Introduction
More informationPOLAR IT SERVICES. Business Intelligence Project Methodology
POLAR IT SERVICES Business Intelligence Project Methodology Table of Contents 1. Overview... 2 2. Visualize... 3 3. Planning and Architecture... 4 3.1 Define Requirements... 4 3.1.1 Define Attributes...
More informationDESIGN OF A CONFIGURATION AND MANAGEMENT TOOL FOR INSTRUMENTATION NETWORKS
DSIGN OF A CONFIGURATION AND MANAGMNT TOOL FOR INSTRUMNTATION NTWORKS 1 John Roach VP Network Products Division Teletronics Technology Corporation Newtown, PA USA ABSTRACT The development of network-based
More informationGetting Started Guide
Getting Started Guide Operations Center 5.0 March 3, 2014 Legal Notices THIS DOCUMENT AND THE SOFTWARE DESCRIBED IN THIS DOCUMENT ARE FURNISHED UNDER AND ARE SUBJECT TO THE TERMS OF A LICENSE AGREEMENT
More informationICE Trade Vault. Public User & Technology Guide June 6, 2014
ICE Trade Vault Public User & Technology Guide June 6, 2014 This material may not be reproduced or redistributed in whole or in part without the express, prior written consent of IntercontinentalExchange,
More informationA Model-based Software Architecture for XML Data and Metadata Integration in Data Warehouse Systems
Proceedings of the Postgraduate Annual Research Seminar 2005 68 A Model-based Software Architecture for XML and Metadata Integration in Warehouse Systems Abstract Wan Mohd Haffiz Mohd Nasir, Shamsul Sahibuddin
More informationWindchill Service Information Manager 10.1. Curriculum Guide
Windchill Service Information Manager 10.1 Curriculum Guide Live Classroom Curriculum Guide Building Information Structures with Windchill Service Information Manager 10.1 Building Publication Structures
More informationStoring Measurement Data
Storing Measurement Data File I/O records or reads data in a file. A typical file I/O operation involves the following process. 1. Create or open a file. Indicate where an existing file resides or where
More informationSOA 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 informationIn: Proceedings of RECPAD 2002-12th Portuguese Conference on Pattern Recognition June 27th- 28th, 2002 Aveiro, Portugal
Paper Title: Generic Framework for Video Analysis Authors: Luís Filipe Tavares INESC Porto lft@inescporto.pt Luís Teixeira INESC Porto, Universidade Católica Portuguesa lmt@inescporto.pt Luís Corte-Real
More informationSCADE System 17.0. Technical Data Sheet. System Requirements Analysis. Technical Data Sheet SCADE System 17.0 1
SCADE System 17.0 SCADE System is the product line of the ANSYS Embedded software family of products and solutions that empowers users with a systems design environment for use on systems with high dependability
More informationSmart wayside management software
Smart wayside management software FleetWise is innovative wayside data management software specifically designed to help transit authorities achieve superior fleet performance by collecting, distributing
More informationWhy Big Data in the Cloud?
Have 40 Why Big Data in the Cloud? Colin White, BI Research January 2014 Sponsored by Treasure Data TABLE OF CONTENTS Introduction The Importance of Big Data The Role of Cloud Computing Using Big Data
More informationPROVIDING COMMUNITY AND COLLABORATION SERVICES TO MMOG PLAYERS *
PROVIDING COMMUNITY AND COLLABORATION SERVICES TO MMOG PLAYERS * George Adam, Christos Bouras, Vaggelis Kapoulas and Andreas Papazois Computer Technology Institute & Press Diophantus N. Kazantzaki, Panepistimioupoli,
More informationClarity Assurance allows operators to monitor and manage the availability and quality of their network and services
Clarity Assurance allows operators to monitor and manage the availability and quality of their network and services clarity.com The only way we can offer World Class Infocomm service is through total automation
More informationDynamism and Data Management in Distributed, Collaborative Working Environments
Dynamism and Data Management in Distributed, Collaborative Working Environments Alexander Kipp 1, Lutz Schubert 1, Matthias Assel 1 and Terrence Fernando 2, 1 High Performance Computing Center Stuttgart,
More informationDesign of an XML-based Document Flow Management System for Construction Projects Using Web Services
Design of an XML-based Document Flow Management System for Construction Projects Using Web Services Choung-Houng Wu and Shang-Hsien Hsieh National Taiwan University, Department of Civil Engineering, No.1,
More informationTestScape. On-line, test data management and root cause analysis system. On-line Visibility. Ease of Use. Modular and Scalable.
TestScape On-line, test data management and root cause analysis system On-line Visibility Minimize time to information Rapid root cause analysis Consistent view across all equipment Common view of test
More informationvcloud Air Platform Programmer's Guide
vcloud Air Platform Programmer's Guide vcloud Air OnDemand 5.7 This document supports the version of each product listed and supports all subsequent versions until the document is replaced by a new edition.
More informationAppendix M INFORMATION TECHNOLOGY (IT) YOUTH APPRENTICESHIP
Appendix M INFORMATION TECHNOLOGY (IT) YOUTH APPRENTICESHIP PROGRAMMING & SOFTWARE DEVELOPMENT AND INFORMATION SUPPORT & SERVICES PATHWAY SOFTWARE UNIT UNIT 5 Programming & and Support & s: (Unit 5) PAGE
More informationCOMP5426 Parallel and Distributed Computing. Distributed Systems: Client/Server and Clusters
COMP5426 Parallel and Distributed Computing Distributed Systems: Client/Server and Clusters Client/Server Computing Client Client machines are generally single-user workstations providing a user-friendly
More informationGetting Started with Multitenancy SAP BI 4.1
September 9 11, 2013 Anaheim, California Getting Started with Multitenancy SAP BI 4.1 Christina Obry, SAP Learning Points Learn how to successfully implement the SAP BusinessObjects BI platform in a multitenant
More informationRS MDM. Integration Guide. Riversand
RS MDM 2009 Integration Guide This document provides the details about RS MDMCenter integration module and provides details about the overall architecture and principles of integration with the system.
More informationContents. Introduction and System Engineering 1. Introduction 2. Software Process and Methodology 16. System Engineering 53
Preface xvi Part I Introduction and System Engineering 1 Chapter 1 Introduction 2 1.1 What Is Software Engineering? 2 1.2 Why Software Engineering? 3 1.3 Software Life-Cycle Activities 4 1.3.1 Software
More informationChapter 6 Essentials of Design and the Design Activities
Systems Analysis and Design in a Changing World, sixth edition 6-1 Chapter 6 Essentials of Design and the Design Activities Chapter Overview There are two major themes in this chapter. The first major
More informationSECURE ICAP Gateway. Blue Coat Implementation Guide. Technical note. Version 1.0 23/12/13. Product Information. Version & Platform SGOS 6.
Technical note Version 1.0 23/12/13 Product Information Partner Name Web Site Product Name Blue Coat Systems, Inc. www.bluecoat.com ProxySG Version & Platform SGOS 6.5 Product Description Blue Coat ProxySG
More informationLibrary Requirements
The Open Group Future Airborne Capability Environment (FACE ) Library Requirements Version 2.2 April 2015 Prepared by The Open Group FACE Consortium Business Working Group Library Subcommittee AMRDEC PR1201
More informationOverview of DatadiagramML
Overview of DatadiagramML Microsoft Corporation March 2004 Applies to: Microsoft Office Visio 2003 Summary: This document describes the elements in the DatadiagramML Schema that are important to document
More informationAccessing Data with ADOBE FLEX 4.6
Accessing Data with ADOBE FLEX 4.6 Legal notices Legal notices For legal notices, see http://help.adobe.com/en_us/legalnotices/index.html. iii Contents Chapter 1: Accessing data services overview Data
More informationData Validation and Data Management Solutions
FRONTIER TECHNOLOGY, INC. Advanced Technology for Superior Solutions. and Solutions Abstract Within the performance evaluation and calibration communities, test programs are driven by requirements, test
More informationISSN: 2321-7782 (Online) Volume 3, Issue 6, June 2015 International Journal of Advance Research in Computer Science and Management Studies
ISSN: 2321-7782 (Online) Volume 3, Issue 6, June 2015 International Journal of Advance Research in Computer Science and Management Studies Research Article / Survey Paper / Case Study Available online
More informationGeneric Log Analyzer Using Hadoop Mapreduce Framework
Generic Log Analyzer Using Hadoop Mapreduce Framework Milind Bhandare 1, Prof. Kuntal Barua 2, Vikas Nagare 3, Dynaneshwar Ekhande 4, Rahul Pawar 5 1 M.Tech(Appeare), 2 Asst. Prof., LNCT, Indore 3 ME,
More informationService-Oriented Architecture: Analysis, the Keys to Success!
Service-Oriented Architecture: Analysis, the Keys to Success! Presented by: William F. Nazzaro CTO, Inc. bill@iconatg.com www.iconatg.com Introduction Service-Oriented Architecture is hot, but we seem
More informationXML Processing and Web Services. Chapter 17
XML Processing and Web Services Chapter 17 Textbook to be published by Pearson Ed 2015 in early Pearson 2014 Fundamentals of http://www.funwebdev.com Web Development Objectives 1 XML Overview 2 XML Processing
More informationB.Sc (Computer Science) Database Management Systems UNIT-V
1 B.Sc (Computer Science) Database Management Systems UNIT-V Business Intelligence? Business intelligence is a term used to describe a comprehensive cohesive and integrated set of tools and process used
More informationAQA GCSE in Computer Science Computer Science Microsoft IT Academy Mapping
AQA GCSE in Computer Science Computer Science Microsoft IT Academy Mapping 3.1.1 Constants, variables and data types Understand what is mean by terms data and information Be able to describe the difference
More informationThis course provides students with the knowledge and skills to develop ASP.NET MVC 4 web applications.
20486B: Developing ASP.NET MVC 4 Web Applications Course Overview This course provides students with the knowledge and skills to develop ASP.NET MVC 4 web applications. Course Introduction Course Introduction
More informationHexaCorp. White Paper. SOA with.net. Ser vice O rient ed Ar c hit ecture
White Paper SOA with.net Ser vice O rient ed Ar c hit ecture Introduction SOA, a rich technology foundation designed for building distributed service-oriented applications for the enterprise and the web
More informationAbstract 1. INTRODUCTION
A Virtual Database Management System For The Internet Alberto Pan, Lucía Ardao, Manuel Álvarez, Juan Raposo and Ángel Viña University of A Coruña. Spain e-mail: {alberto,lucia,mad,jrs,avc}@gris.des.fi.udc.es
More informationDesign of Data Archive in Virtual Test Architecture
Journal of Information Hiding and Multimedia Signal Processing 2014 ISSN 2073-4212 Ubiquitous International Volume 5, Number 1, January 2014 Design of Data Archive in Virtual Test Architecture Lian-Lei
More informationSCA-based Enterprise Service Bus WebSphere ESB
IBM Software Group SCA-based Enterprise Service Bus WebSphere ESB Soudabeh Javadi, WebSphere Software IBM Canada Ltd sjavadi@ca.ibm.com 2007 IBM Corporation Agenda IBM Software Group WebSphere software
More informationA Scalability Model for Managing Distributed-organized Internet Services
A Scalability Model for Managing Distributed-organized Internet Services TSUN-YU HSIAO, KO-HSU SU, SHYAN-MING YUAN Department of Computer Science, National Chiao-Tung University. No. 1001, Ta Hsueh Road,
More informationChapter 10 Practical Database Design Methodology and Use of UML Diagrams
Chapter 10 Practical Database Design Methodology and Use of UML Diagrams Copyright 2011 Pearson Education, Inc. Publishing as Pearson Addison-Wesley Chapter 10 Outline The Role of Information Systems in
More informationNetwork Management Basics
CHAPTER 6 Chapter Goal Become familiar with the basic functions of a network management system. Introduction This chapter describes functions common to most network-management architectures and protocols.
More informationTechnical Analysis of Business Rules and SOA
- White Paper - Business Rules and SOA: Parallels and Synergies Innovations Softwaretechnologie GmbH Ziegelei 7-88090 Immenstaad Germany Tel. ++49 (7545) 202-500 www.visual-rules.com info@visual-rules.de
More information10CS73:Web Programming
10CS73:Web Programming Question Bank Fundamentals of Web: 1.What is WWW? 2. What are domain names? Explain domain name conversion with diagram 3.What are the difference between web browser and web server
More information