Collecting and processing data from wireless sensor networks
|
|
- Joleen Porter
- 5 years ago
- Views:
Transcription
1 Collecting and processing data from wireless sensor networks Pavel Vajsar 1, Patrik Morávek 1, Petr Žoldoš 1 1 Faculty of Electrical Engineering and Communication Brno University of Technology pavel.vajsar@phd.feec.vutbr.cz, moravek@phd.feec.vutbr.cz, xzoldo00@stud.feec.vutbr.cz Abstract This article describes solution called WSN 2 Monitor for monitoring wireless sensor networks. The basic of the WSN Monitor solution is database storage. Design of database storage is based on analyses of real wireless sensor network parameters, which are important for monitoring. Application is the main part of the solution. It is divided into client-side application and server-side application. The application is flexible and scalable for new module features. The client-side application is fully supported by mobile devices. 1 Introduction This paper is organized into six chapters. Chapter one introduces the basic goal of the project. Technologies chosen for development and software architecture are described afterwards. Third capture explains the way the parts of the system structure work and cooperate with each other. Graphical printscreen and diagrams are included for better understanding as well. Chapter number four focuses on handheld devices support and at the end the conclusion of the final product is made. Wireless sensor network (WSN) technology has recently gained a great interest of scientists and researchers [1], which is still increasing. New ways of deployment, routing, data gathering and applications are being developed for this new technology. Critical part of each wireless sensor network is graphical user tool allowing effective management, control and evaluation, which is used by user and operator. It takes important place in each control center. Because of variety of types and vendors of WSN products it was necessary to evaluate and collect information, which is common to most of them. This information formes the basis of the storage design, which is capable of collecting all product related data. Storage design is not sufficient enough to monitor and evaluate network states effectively, therefore the emphasis was placed on the application design, which is capable of working with pre-designed storage much more effectively. One of many requirements on the solution was to support the majority of highly used operating system platforms (e.g. MS Windows, GNU Linux, Mac OS) and also some of mobile operating system platforms (e.g. Android). Monitoring application was designed as easily extended featuring modular architecture and as consequence of rapid WSN technology development and wide range of WSN applications [2-6]. Most of the producers of wireless sensor network components provide software, which is able to manage and monitor 2 WSN is a shortcut for Wireless Sensor Network wireless sensor network. This software is usually useful only for manufacturer s products. Usage is often limited by the type of operating system platform. In most cases, the MS Windows platform is supported because it is the most common platform. Those kinds of monitoring software are for example imonnit TM Online Sensor Monitoring [7] or Mote-View [8]. It is very complicated and sometimes even impossible to extend the software by new features. Mobile devices are usually not supported at all. The solution called WSN Monitor is not linked to any particular network, it was being tested in experimental environment of real wireless sensor network. [9] 2 Solution Pre-requirements WSN Monitor consists of database storage, server-side application and client-side application. At the time the solution was being designed, it was really important for each part of it to support the most used operating system platforms. Furthermore, minimal requirements of user s software and hardware equipment, broad availability, high stability, low-cost administration and maintenance. The software tools used to develop each part of the solution were selected with regard to our demands and the price of the license. Free tools were preferred. MySQL database storage was chosen for storing data from wireless sensor network. Apache Tomcat was chosen as runtime environment for server-side application. Server side application was built on Java technology with support of several frameworks such as Hibernate [10], Spring [11], Spring Security [12], BlazeDS [13] and others. Client side application is based on Adobe Flex [14] / Adobe Air technology. [15] 3 Application architecture The database storage was designed to store the information needed for network control and evaluation of network state. Flexibility of the database was considered as the main requirement. The proposal was proceeded by analysis of parameters from various wireless sensor networks. The database can store monitor and maintain values such as: Complete information about each node in network. Information about node neighbours, presence in a cluster and size of the cluster. Information about wireless radio link with neighboring nodes. 1
2 Description of environment in which the wireless sensor network has been deployed. Detail information about position of each node in network (building, area, room). In addition the database stores information, which is not related directly to wireless sensor network, but is important for the functionality of the application such as user accounts, roles, login/logout information. WSN Monitor using proposed database repository is divided into two main parts: Server-side application Client-side application The WSN Monitor is divided into two parts. Each of parts has different requirements on runtime environment. The server side application requires environment with Java Servlet and JavaServer Pages technologies support. The solution was during developing using Apache Tomcat server, which supported required technologies. The Apache Tomcat server is released under the Apache License version two which is compatible with the GPL. Frameworks support in the server side application is achieved by copy framework`s libraries into application build path. The client side application based on Adobe Flex technology requires Adobe Flash player installed into client`s web browser. The client-side application based on Adobe Air technology requires Adobe Air runtime installed on operating system. The entire structure is shown in the Figure 1. The serverside application accesses data and processes requests from client-side application. Server-side application can read, write and modify data in database storage. These operations are implemented through services. Access to database is executed, when client side application calls some of these services. Server side application also provides security. Services use Hibernate framework, which provides object-relational mapping. Object-relational mapping is a technique for data conversion between server-side application and database. This technique offers independent relation between application and database storage. The only information needed consequently is information regarding database server address and type of database server. It means that the application can use any type of database storage, which is supported by Hibernate framework. Designed database structure is written into Java objects. If the application is executed for the first time and the database structure does not exist yet, the database object model is used to create the relational database structure. Server-side application also provides security. This feature is provided by Spring Security framework. The application verifies the username and password. Username and password are both related to an user account which is stored in database. Hash function SHA-256 is used to save the password into the database and to verify user s identity. Client-side application provides user interface containing graphical components and control items. Client and serverside applications are separated and independent. Because of that, it is possible for each application to run on different server. Moreover the client-side application can be built on another technology instead of Adobe Flex / Adobe Air as well, what brings even higher portability. Communication between both applications is ensured by BlazeDS. 3.1 Application requirements Figure 1. Application Architecture WSN Monitor has modular structure. Each module of application provides particular functionality of network monitoring. Modules are mutually independent and are loaded into memory when necessary. If a module is not currently used it is unloaded. Unloading means that the module is removed from the memory and system resources are released. Therefore, only one module takes memory space at each particular time the module, which is currently being used. If any error occurres in any module, it will not cause an error in the whole application, but only in the specific module. Other functions and other modules will not be influenced and will work as they suppose to. During the solution development the emphasis was placed on the possibility of extension and customization which was achieved by dynamically loaded modules. User interface is designed with the emphasis on the ease of use and is divided into three main parts: 2
3 Figure 2. Application user interface (Real Time module) Top panel contains information about user logged in the application, further it contains button for full screen mode and button for log off from application. Module panel this panel displays actually loaded module. The panel title contains path and name of actually loaded module. Icon panel the panel is located at the bottom part of the screen and contains icons of each available module. data from database to CSV or PDF format. Exported data can be used for further detailed analyses in other software tools, such as MathWorks or Matlab, can be printed. Figure 2 shows application user interfaces. Addition real time module can be seen in module panel. Real time module was developed specifically for real time monitoring of sensor network. It is able to connect to a certain sensor network and receive data from the network. Thereafter, the data are analyzed, divided into basic parts and stored in the database repository. Connection with real sensor network is realized through Xserve server. Xserve provides wireless sensor network gateway. The base station, which collects data from the network, is connected to the Xserve server. The real time module is connected to Xserve. Communication structure is shown in Figure 3. WSN Monitor has extra modules, which provide information about geographical network structure (placement of the node in a deployment area), sensors and last module analyzes data from wireless sensor network and exports measurement Figure 3. Communication structure Map Module - The Map module shows position of all wireless sensor nodes. Google maps SDK, which is used to display each node on the map, works as map support. The module provides basic information about each node shown on the map. After mouse movement over the node the information table is revealed. 3
4 Graphic Module - Graphic module is used to display data from wireless sensor network, which are stored in database storage graphically. Data can be exported to CSV file and charted to PDF file. Sensor Module Sensor module provides information about each node of wireless sensor network. Related information are grouped into folders for convenience when using the module. Most important information includes available sensor devices and measurement categories. Module also provides information about hardware state or power for example. User Module - User Module operates with basic user related information and allows currently logged user to change his or her own personal information and password to access the application. It also provides information about last login into the application. 4 Mobile devices support Wireless sensor network can be deployed in diverse conditions and environments where it may be necessary to monitor the network right on site. Particularly for these purposes Adobe Air technology support was introduced. This technology is supported in the majority of mobile devices. The client-side application is uploaded into a mobile device. It is loaded from mobile device after application startup, not from Internet as Adobe Flex version running in web browser. The advantage is no need of downloading the application from the Internet. This solution increases the speed of application lunching in mobile devices and saves its energy. On the other hand manual version update is considered as disadvantage of this solution. Communication structure is shown in Figure 4. Figure 4. Mobile access 5 Conclusion This article describes the solution proposed for monitoring wireless sensor networks. The important feature of this solution is the support of most of commonly used operating system platforms, as well as the support of some mobile operating system platforms. The solution is scalable because of its modular architecture deploying modules. Modules can be created and modified based on specific needs and requirements. The application has already been tested during the experimental measurements and it successfully handled high data load. Application is able to capture packets from network, decode data, store captured data into the database and present graphical output of monitored value. The values obtained from the wireless sensor network can be exported to CSV format, which can be opened in spreadsheet applications. Charts can be exported into PDF format. Further work consists of improvement of server side application with modules support. The work will be focused on improve. Currently the module is showing detailed network model. Module will provide information about network topology inside the building as well as outdoor. The XML structure was designed as data provider for structure, which can be imported or exported to / from application. 6 References [1] MAINWARING, Alan. Wireless sensor networks for habitat monitoring. WSNA '02 Proceedings of the 1 st ACM international workshop on Wireless sensor networks and applications [2] MORE, Darren. Monitoring Rainforest Regeneration. CSIRO 2009, [3] Dr DUNBABIN, Matt. Water Quality Monitoring. CSIRO 2009, [4] SWARTZ, R. Andrew. Structural Monitoring of Wind Turbines using Wireless. Cambridge. [5] XU, Ning, A wireless sensor network For structural monitoring. In SenSys '04 Proceedings of the 2 nd international conference on Embedded netwo r- ked sensor systems, [6] Werner-Allen, G.; Johnson, J.; Ruiz, M.; Lees, J.; Welsh, M.. Monitoring volcanic eruptions with a wireless sensor network. Proceeedings of the Second European Workshop [7] Monnit Wireless Sensor Network Monitoring and Notification Software [8] WILLOW Technologies. Mote-View Client Software [9] Limin Sun; Yuyan Sun; Jian Shu; Qingwei He. MotePlat: A Monitoring and Control Platform for Wireless Sensor Networks Grid and Cooperative Computing Workshops, GCCW Fifth International Conference Oct
5 [10] JBoss Community. Hibernate [11] Spring Source. Spring Framework [12] Spring Source. Spring Security index.html. [13] Adobe Systems Incorporated. BlazeDS. Adobe- Open Source wiki/display/blazeds/blazeds/. [14] Adobe Systems Incorporated. Adobe FLEX Technology [15] Adobe Systems Incorporated. Adobe AIR Technologies
Development of Emulation Projects for Teaching Wireless Sensor Networks 1
Development of Emulation Projects for Teaching Wireless Sensor Networks Deepesh Jain T. Andrew Yang University of Houston Clear Lake Houston, Texas Abstract In recent years research and development in
More informationWireless Sensor Networks: From Science to Reality. Kay Römer ETH Zurich
Wireless Sensor Networks: From Science to Reality Kay Römer ETH Zurich Sensor Networks Ad hoc network of sensor nodes Perceive (sensors) Process (microcontroller) Communicate (radio) Autonomous power supply
More informationFusion Registry 9 SDMX Data and Metadata Management System
Registry 9 Data and Management System Registry 9 is a complete and fully integrated statistical data and metadata management system using. Whether you require a metadata repository supporting a highperformance
More informationSMITE: A Stochastic Compressive Data Collection. Sensor Networks
SMITE: A Stochastic Compressive Data Collection Protocol for Mobile Wireless Sensor Networks Longjiang Guo, Raheem Beyah, and Yingshu Li Department of Computer Science, Georgia State University, USA Data
More informationPractical Aspects of CTI WSN Testbed
Practical Aspects of CTI WSN Testbed Dpt. of Computer Engineering and Informatics, University of Patras, Greece Research Academic Computer Technology Institute (CTI), Patras, Greece 2nd PROSENSE Meeting
More informationEUSurvey Installation Guide
EUSurvey Installation Guide Guide to a successful installation of EUSurvey May 20 th, 2015 Version 1.2 (version family) 1 Content 1. Overview... 3 2. Prerequisites... 3 Tools... 4 Java SDK... 4 MySQL Database
More informationSurveOne. User Manual. Release 1.0
SurveOne User Manual Release 1.0 About This Document This manual introduces SurveOne, the Web-based Easy System Management Tool and describes how to use it, providing an overview of SurveOne functionality
More informationMagnolia. Content Management Suite. Slide 1
Magnolia Content Management Suite Slide 1 Contents 1. About 2. Modules 3. Licensing 4. Features 5. Requirements 6. Concepts 7. Deployment 8. Customization Slide 2 About Magnolia Browser-based Web Authoring
More informationWorkplace 2.4.0p1. Community Edition Getting started
Workplace 2.4.0p1 Community Edition Getting started O3Spaces Workplace 2.4.0 patch 1 Community Edition Getting Started Notice: Before installing and using the O3Spaces Workplace software carefully read
More informationOpening the Sensornet Black Box. Megan Wachs, Jung Woo Lee, Jung Il Choi, & Philip Levis Computer Systems Laboratory, Stanford University
Opening the Sensornet Black Box Megan Wachs, Jung Woo Lee, Jung Il Choi, & Philip Levis Computer Systems Laboratory, Stanford University The Sensornet Black Box It is difficult to observe what occurs deep
More informationThe Development of Mobile Shopping System Based on Android Platform
2017 2nd International Conference on Applied Mechanics and Mechatronics Engineering (AMME 2017) ISBN: 978-1-60595-521-6 The Development of Mobile Shopping System Based on Android Platform Yi-ping SHI *,
More informationCENTRIX Condition Monitoring
k Product Information Standard (Off-the-shelf) Software without customisation hat are the standard features of the software? Analogue Data Replay (e.g. Points and Track Circuits) E-mail Alerts Logger Status
More informationGoogle Apps for Education: The Basics
Google Apps for Education: The Basics You will learn how to get started with Google Drive by uploading and converting documents. You will also learn how to share your documents with others in the Google
More informationCopyright Maxprograms
Copyright 2008-2017 Maxprograms Table of Contents Introduction... 1 RemoteTM Web Server... 1 Installation and Configuration... 2 Requirements... 2 Preparation... 2 Installation... 2 Email Server Configuration...
More informationFlex and Java. James Ward. twitter://jlward4th Adobe Systems Incorporated. All Rights Reserved.
Flex and Java James Ward http://www.jamesward.com twitter://jlward4th 2006 Adobe Systems Incorporated. All Rights Reserved. 1 Applications have evolved Easy 2004 WEB APPLICATIONS Ease of Deployment 1998
More informationEUSurvey OSS Installation Guide
Prerequisites... 2 Tools... 2 Java 7 SDK... 2 MySQL 5.6 DB and Client (Workbench)... 4 Tomcat 7... 8 Spring Tool Suite... 11 Knowledge... 12 Control System Services... 12 Prepare the Database... 14 Create
More informationFlex 3 Pre-release Tour
Flex 3 Pre-release Tour Andrew Shorten shorten@adobe.com Enrique Duvos duvos@adobe.com Flex 3 Pre-release Tour Agenda Adobe Platform Update (45 mins) Flex Builder 3 Features (45 mins) Adobe & Open Source
More informationVisibility: A New Metric for Protocol Design
Visibility: A ew Metric for Protocol Design Megan Wachs, Jung Il Choi, Jung Woo Lee, Kannan Srinivasan, Zhe Chen*, Mayank Jain, & Philip Levis Stanford University, *Columbia University Visibility What
More informationNetMan Desktop Manager Quick-Start Guide
NetMan Desktop Manager Quick-Start Guide This document describes the procedure for installing NetMan Desktop Manager. The example given here presents a standard installation scenario. For details on all
More informationJBOSS TOOLS INSTALLATION IN ECLIPSE February 2013 Level: By : Feri Djuandi Beginner Intermediate Expert Platform : Eclipse Juno, JBoss AS
JBOSS TOOLS INSTALLATION IN ECLIPSE February 2013 Level: By : Feri Djuandi Beginner Intermediate Expert Platform : Eclipse Juno, JBoss AS 7.1.1. JBoss Tools are plugins developed for Eclipse (the Java
More informationWildlife Enforcement Monitoring System. User Manual. Khoi Nguyen Remi Chandran Ng Chong. type date version. User Manual July 07, 2011 Version 1-1
Wildlife Enforcement Monitoring System User Manual Khoi Nguyen Remi Chandran Ng Chong type date version User Manual July 07, 2011 Version 1-1 Extensible Message Gateway User Manual ii About this Document
More informationMPX Server Software User Manual
MPX Server Software User Manual Contents 1 Server Software Installation... - 3 - Initial Setup... - 6-2 Software Interface... - 10 - Login Page:... - 10-2.1 Homepage... - 12-2.2 Resources... - 13-2.3 Composer...
More informationDeveloping and Deploying vsphere Solutions, vservices, and ESX Agents. 17 APR 2018 vsphere Web Services SDK 6.7 vcenter Server 6.7 VMware ESXi 6.
Developing and Deploying vsphere Solutions, vservices, and ESX Agents 17 APR 2018 vsphere Web Services SDK 6.7 vcenter Server 6.7 VMware ESXi 6.7 You can find the most up-to-date technical documentation
More informationDESIGN AND IMPLEMENTATION OF SAGE DISPLAY CONTROLLER PROJECT
DESIGN AND IMPLEMENTATION OF SAGE DISPLAY CONTROLLER BY Javid M. Alimohideen Meerasa M.S., University of Illinois at Chicago, 2003 PROJECT Submitted as partial fulfillment of the requirements for the degree
More informationMobile Wireless Sensor Network enables convergence of ubiquitous sensor services
1 2005 Nokia V1-Filename.ppt / yyyy-mm-dd / Initials Mobile Wireless Sensor Network enables convergence of ubiquitous sensor services Dr. Jian Ma, Principal Scientist Nokia Research Center, Beijing 2 2005
More informationPERFORMANCE STUDY OF AODV ROUTING PROTOCOL IN MOBILE AD-HOC SENSOR NETWORKS
PERFORMANCE STUDY OF AODV ROUTING PROTOCOL IN MOBILE AD-HOC SENSOR NETWORKS 1 MOHAMAD NAZIM JAMBLI, 2 HALIKUL LENANDO, 3 JOHARI ABDULLAH, 4 SINARWATI MOHAMAD SUHAILI 1,2,3 Faculty of Computer Science &
More informationDeveloping and Deploying vsphere Solutions, vservices, and ESX Agents
Developing and Deploying vsphere Solutions, vservices, and ESX Agents Modified on 27 JUL 2017 vsphere Web Services SDK 6.5 vcenter Server 6.5 VMware ESXi 6.5 Developing and Deploying vsphere Solutions,
More informationSyslog Technologies Innovative Thoughts
ABSTRACT: - Syslog Technologies ANDROID PROCTER APP From the very beginning all over the globe the procedures of education system and the communication between students, staff, lectures, management or
More informationDesign and Implementation of Inspection System for Lift Based on Android Platform Yan Zhang1, a, Yanping Hu2,b
2nd Workshop on Advanced Research and Technology in Industry Applications (WARTIA 2016) Design and Implementation of Inspection System for Lift Based on Android Platform Yan Zhang1, a, Yanping Hu2,b 1
More informationImporting Existing Data into LastPass
Importing Existing Data into LastPass Once you have installed LastPass, you may need to impocort your existing password entries and secure data from another LastPass account or from another password manager
More informationCIS-CAT Pro Dashboard Documentation
CIS-CAT Pro Dashboard Documentation Release 1.0.0 Center for Internet Security February 03, 2017 Contents 1 CIS-CAT Pro Dashboard User s Guide 1 1.1 Introduction...............................................
More informationManipulating Database Objects
Manipulating Database Objects Purpose This tutorial shows you how to manipulate database objects using Oracle Application Express. Time to Complete Approximately 30 minutes. Topics This tutorial covers
More informationMultiHop Routing for Delay Minimization in WSN
MultiHop Routing for Delay Minimization in WSN Sandeep Chaurasia, Saima Khan, Sudesh Gupta Abstract Wireless sensor network, consists of sensor nodes in capacity of hundred or thousand, which deployed
More informationEnterprise Java Unit 1- Chapter 3 Prof. Sujata Rizal Introduction to Servlets
1. Introduction How do the pages you're reading in your favorite Web browser show up there? When you log into your favorite Web site, how does the Web site know that you're you? And how do Web retailers
More informationWSN WIRELESS WSN WSN WSN. Application agriculture SENSOR. Application geophysical. Application agriculture NETWORK: 11/30/2016
WIRELESS SENSOR NETWORK: ENERGY CONSERVATION APPROACHES agriculture Localized environmental conditions varies over short distances. Yitian Shui agriculture Problems of traditional monitoring techniques
More informationPremier Choice Group s Billing Platform User Guide
Premier Choice Group s Billing Platform User Guide CONTENTS SECTION 1 INTRODUCTION... 1 SECTION 2 LOGGING IN... 2 SECTION 3 VIEWING YOUR INVOICES... 3 SECTION 4 CREATING REPORTS... 4 SECTION 5 CALL ANALYSIS...
More informationJBoss Portal Quickstart User Guide. Release 2.6.6
JBoss Portal 2.6.6 Quickstart User Guide Release 2.6.6 Table of Contents JBoss Portal - Overview... iii 1. Tutorial Forward...1 2. Installation...2 2.1. Downloading and Installing...2 2.2. Starting JBoss
More informationProject Report. Team 233. Hongnian Yu, Dong Liang, Tianlei Sun, Jian Zhu California Institute of Technology Department of Electrical Engineering
Project Report Team 233 Hongnian Yu, Dong Liang, Tianlei Sun, Jian Zhu California Institute of Technology Department of Electrical Engineering 1 Team Member & Work Split Group members: Hongnian Yu, Dong
More informationvsphere Web Client SDK Documentation VMware vsphere Web Client SDK VMware ESXi vcenter Server 6.5.1
vsphere Web Client SDK Documentation VMware vsphere Web Client SDK 6.5.1 VMware ESXi 6.5.1 vcenter Server 6.5.1 You can find the most up-to-date technical documentation on the VMware website at: https://docs.vmware.com/
More informationSmarter Planet. Dr. Thorsten Kramp IBM Zurich Research Laboratory Wien, im Oktober 2010
1 IBM Mote Runner: Drahtlose Sensornetze für Smarter Planet Dr. Thorsten Kramp IBM Zurich Research Laboratory Wien, im Oktober 2010 Wireless Sensor Networks A wireless sensor network (WSN) is a wireless
More informationIBM Maximo Anywhere Version 7 Release 6. Planning, installation, and deployment IBM
IBM Maximo Anywhere Version 7 Release 6 Planning, installation, and deployment IBM Note Before using this information and the product it supports, read the information in Notices on page 65. This edition
More informationPersonal Health Assistant: Final Report Prepared by K. Morillo, J. Redway, and I. Smyrnow Version Date April 29, 2010 Personal Health Assistant
Personal Health Assistant Ishmael Smyrnow Kevin Morillo James Redway CSE 293 Final Report Table of Contents 0... 3 1...General Overview... 3 1.1 Introduction... 3 1.2 Goal...3 1.3 Overview... 3 2... Server
More informationIntellicus Getting Started
Intellicus Getting Started Intellicus Web-based Reporting Suite Version 4.5 Enterprise Professional Smart Developer Smart Viewer Intellicus Technologies info@intellicus.com www.intellicus.com Copyright
More informationIntroduction. Uploading and Syncing Files. Google Drive and Docs Uploading and Syncing Files. Uploading Files to Google Drive.
Google Drive and Docs Uploading and Syncing Files Introduction Page 1 Google Drive makes it easy to store and access your files online in the cloud, allowing you to access them from any computer with an
More informationApparo Fast Edit. Installation Guide 3.1.1
Apparo Fast Edit Installation Guide 3.1.1 For Windows Server / Standalone version [1] 1 Prior to Installation 4 1.1 Hardware requirements... 4 1.2 Supported operating systems... 4 1.3 Supported Web Server...
More informationSoftware Architecture Documentation. Software, hardware and personnel requirements
Software, hardware and personnel requirements Author(s) Bartosz Oudekerk and Ashley Chacuto Version 1.0 Status Final The Hague, 08-09-2009 2/12 Document information Colophon Author(s) Status Bartosz Oudekerk
More informationAgent Reference Guide
This reference guide describes the basic system functions and step-by-step procedures for using LeadRouter effectively. 2014-2015 Realogy Holdings Corporation. All Rights Reserved. The LeadRouter System
More informationBrowsing the Semantic Web
Proceedings of the 7 th International Conference on Applied Informatics Eger, Hungary, January 28 31, 2007. Vol. 2. pp. 237 245. Browsing the Semantic Web Peter Jeszenszky Faculty of Informatics, University
More informationSynwaySMS SMS Center. User Manual
SynwaySMS SMS Center User Manual Version: 1.0.0.0 Synway Information Engineering Co., Ltd Content Content... 1 1 Brief Introduction... 2 2 SynwaySMS Installation... 3 3 SynwaySMS Management... 7 3.1 Login...
More informationSentences Installation Guide. Sentences Version 4.0
Sentences Installation Guide Sentences Version 4.0 A publication of Lazysoft Ltd. Web: www.sentences.com Lazysoft Support: support@sentences.com Copyright 2000-2012 Lazysoft Ltd. All rights reserved. The
More informationCisco Unified Service Statistics Manager 8.7
Deployment Guide Cisco Unified Service Statistics Manager 8.7 Deployment Best Practices For further information, questions and comments please contact ask-ucms@cisco.com 2012 Cisco and/or its affiliates.
More informationGridEye FOR A SAFE, EFFICIENT AND CONTROLLED POWER GRID
FOR A SAFE, EFFICIENT AND CONTROLLED POWER GRID SMART GRID VISION To solve today s energy and pollution problems, DEPsys believes that the world should be powered entirely by renewable energy. By applying
More informationIBM Maximo Anywhere Version 7 Release 6. Planning, installation, and deployment IBM
IBM Maximo Anywhere Version 7 Release 6 Planning, installation, and deployment IBM Note Before using this information and the product it supports, read the information in Notices on page 71. This edition
More informationWireless sensor networks simulators computer simulation tools
International Conference on Applied Internet and Information Technologies, 2016 DOI:10.20544/AIIT2016.24 Wireless sensor networks simulators computer simulation tools Igor Georgioski and Hristina Trenchevska
More informationMiddle East Technical University. Department of Computer Engineering
Middle East Technical University Department of Computer Engineering TurkHITs Software Requirements Specifications v1.1 Group fourbytes Safa Öz - 1679463 Mert Bahadır - 1745785 Özge Çevik - 1679414 Sema
More informationIntroducing Impress. the Presentation Manager from OpenOffice.org. Introducing Impress. Presented by Charlie Mead
the Presentation Manager from OpenOffice.org Presented by Charlie Mead What is Impress? Part of the OpenOffice application suite Backed by Sun Microsystems Use it to build presentations, slide shows and
More informationDRUKPORTAL MANUAL VERSION 3 - SEP.2014
CONTENT System requirements 3 Help and support 3 1 E-mail: account has been created 4 2 Change your user name if desired 5 3 Check your system 7 3.1 Click on the link check my system on the login screen
More informationJavelin Workbench Tutorial. Version 3.0 September, 2009
Javelin Workbench Tutorial Version 3.0 September, 2009 OVERVIEW The Javelin Workbench Beginner Tutorial walks you through the steps of building online feedback forms for the purposes of data collection.
More informationMonnit Wireless Sensors. and Ethernet Gateway Quick Start Guide
Monnit Wireless Sensors and Ethernet Gateway Quick Start Guide Inside the Box You should find the following items in the box: Monnit Wireless Sensors MonnitLink Wireless Ethernet Gateway Power Supply Antenna
More informationInstallation Guide. Signagelink TM Android Edition.
Signagelink TM Android Edition Installation Guide www.signagelink.com This document, 2012, SignageLink.Com., is designed for the sole use of our clients and no portion of it may be copied, published, or
More informationObserveIT 7.1 Release Notes
ObserveIT 7.1 Release Notes In This Document About This Release... 2 New Features and Enhancements... 2 Backward Compatibility... 3 New Supported Platforms... 3 Resolved Issues... 4 Known Issues... 4 Limitations...
More informationDistributed Services Architecture in dlibra Digital Library Framework
Distributed Services Architecture in dlibra Digital Library Framework Cezary Mazurek and Marcin Werla Poznan Supercomputing and Networking Center Poznan, Poland {mazurek,mwerla}@man.poznan.pl Abstract.
More informationA Generic Microservice Architecture for Environmental Data Management
A Generic Microservice Architecture for Environmental Data Management Clemens Düpmeier, Eric Braun, Thorsten Schlachter, Karl-Uwe Stucky, Wolfgang Suess KIT The Research University in the Helmholtz Association
More informationSECURE SMART GRID DEVICE for HOME AREA NETWORKS Using WIRELESS APPLICATION PROTOCOL
826 SECURE SMART GRID DEVICE for HOME AREA NETWORKS Using WIRELESS APPLICATION PROTOCOL S. RAM KANNAN B.E, CSE Chennai, TN India ramkannan1991@gmail.com R. SABARISH B.E, CSE Chennai, TN India sabarish.raghu@gmail.com
More informationCTI Short Learning Programme in Internet Development Specialist
CTI Short Learning Programme in Internet Development Specialist Module Descriptions 2015 1 Short Learning Programme in Internet Development Specialist (10 months full-time, 25 months part-time) Computer
More informationMOTE-VIEW 1.0 Quick Start Guide
Application Note 7410-0008-02 March 1, 2005 MOTE-VIEW 1.0 Quick Start Guide Martin Turon Smart Dust Technology ABSTRACT This application note describes how to use MOTE-VIEW to visualize sensor readings
More informationGeographyPortal Instructor Quick Start World Regional Geography Without Subregions, Fifth Edition Pulsipher
GeographyPortal Instructor Quick Start World Regional Geography Without Subregions, Fifth Edition Pulsipher For technical support call 1-800-936-6899 GeographyPortal Quick Start for Pulsipher, World Regional
More informationHP Intelligent Management Center v7.1 Branch Intelligent Management System Administrator Guide
HP Intelligent Management Center v7.1 Branch Intelligent Management System Administrator Guide Abstract This document describes how to administer the HP IMC Branch Intelligent Management System. HP Part
More informationMedia Services Online Mohammed Abukhiran. Report 13 on the work of Week 13
Media Services Online Mohammed Abukhiran Report 13 on the work of Week 13 Berea College Nov 30, 2010 Application Development Project Concept Proposal Media Services at Berea College uses Voyger (Database
More informationHow to Use a Tomcat Stack on vcloud to Develop Optimized Web Applications. A VMware Cloud Evaluation Reference Document
How to Use a Tomcat Stack on vcloud to Develop Optimized Web Applications A VMware Cloud Evaluation Reference Document Contents About Cloud Computing Cloud computing is an approach to computing that pools
More informationDESIGN AND IMPLEMENTATION OF TOURIST WEBGIS BASED ON J2EE
DESIGN AND IMPLEMENTATION OF TOURIST WEBGIS BASED ON J2EE WANG Jizhou, LI Chengming Institute of GIS, Chinese Academy of Surveying and Mapping, No.16, Road Beitaiping, District Haidian, Beijing, P.R.China,
More information1. LOGIN & CLASS PREPARATION
1. LOGIN & CLASS PREPARATION At the end of this topic, you should be able to: 1 Know the hardware requirements for accessing GOALS system. 2 Know how to log into GOALS system. 3 Updating personal profile.
More informationWeb-based File Upload and Download System
COMP4905 Honor Project Web-based File Upload and Download System Author: Yongmei Liu Student number: 100292721 Supervisor: Dr. Tony White 1 Abstract This project gives solutions of how to upload documents
More informationecomstation Roadmap Where we came from:
ecomstation ROADMAP ecomstation Roadmap ecomstation users have been requesting information regarding ecomstation direction. This Roadmap describes what users can expect in the immediate future and what
More informationRev
Rev. 1.1.3 Copyright Notice Copyright 2014-2017 Telinta Inc. No part of this document may be reproduced or transmitted in any form or by any means, electronic or mechanical, for any purpose, without the
More informationMischa Kölliker. JavaLounge Zürich, 23. Juni 2009
Mischa Kölliker Ueli Kistler JavaLounge Zürich, 23. Juni 2009 Basel Baden Bern Brugg Lausanne Zürich Düsseldorf Frankfurt/M. Freiburg i. Br. Hamburg München Stuttgart Wien & The RIA space What is Adobe
More informationMobile Phone Monitoring System For Android Operating System
Mobile Phone Monitoring System For Android Operating System Ms.M.Kalpana Devi Asst.Professor,SRIT,CBE Ms.D.Vasuki Final Year M.C.A.,Student Abstract The Purpose of the project is to trace out the status
More informationJUGAT Adobe Technology Platform for Rich Internet Applications
JUGAT Adobe Technology Platform for Rich Internet Applications Dieter Hovorka Sr.Systems Engineer Technical Sales dieter.hovorka@adobe.com May 2008 2006 Adobe Systems Incorporated. All Rights Reserved.
More informationChristian Benjamin Ries 1 and Christian Schröder 1. Wilhelm-Bertelsmann-Straße 10, Bielefeld, Germany. 1. Introduction
Excerpt from the Proceedings of the COMSOL Conference 2010 Paris ComsolGrid A framework for performing large-scale parameter studies using COMSOL Multiphysics and the Berkeley Open Infrastructure for Network
More informationCTI Higher Certificate in Information Systems (Internet Development)
CTI Higher Certificate in Information Systems (Internet Development) Module Descriptions 2015 1 Higher Certificate in Information Systems (Internet Development) (1 year full-time, 2½ years part-time) Computer
More informationOffice 365 Business and Office 365 Pro Plus Deployment Guide V 1.0
Office 365 Business and Office 365 Pro Plus Deployment Guide Table of Contents 1. Provisioning Office 365... 1 1.1 Operating system requirements... 1 1.2 Browser requirements Administration Centre and
More informationTOSSIM simulation of wireless sensor network serving as hardware platform for Hopfield neural net configured for max independent set
Available online at www.sciencedirect.com Procedia Computer Science 6 (2011) 408 412 Complex Adaptive Systems, Volume 1 Cihan H. Dagli, Editor in Chief Conference Organized by Missouri University of Science
More informationClient Side Scripting. The Bookshop
Client Side Scripting The Bookshop Introduction This assignment is a part of three assignments related to the bookshop website. Currently design part (using HTML and CSS) and server side script (using
More informationRMS Monitoring Software System Operation
RMS Monitoring Software System Operation 2017 ROTRONIC AG Bassersdorf Switzerland 2017 ROTRONIC AG Bassersdorf Switzerland Page 2 of 27 Contents Contents... 3 1 Overview... 4 1.1 System Requirements...
More informationJedox Installation on Windows
Jedox Installation on Windows Important: It is not possible to load a database in a previous version that was once loaded in version 5.0! On Windows you must have Administrator Rights for the installation
More informationestatements Help Document October 2016
estatements Help Document October 2016 Table of Contents Section 1 - Accessing estatements.... 2 Section 2 - Requirements..... 3 Section 3 - Viewing estatements. 3 Section 4 - Printing and Saving estatements
More informationTABLE OF CONTENTS 1. INTRODUCTION DEFINITIONS Error! Bookmark not defined REASON FOR ISSUE 2 3. RELATED DOCUMENTS 2 4.
TABLE OF CONTENTS 1. INTRODUCTION 1 1.1 DEFINITIONS Error! Bookmark not defined. - 2 2. REASON FOR ISSUE 2 3. RELATED DOCUMENTS 2 4. OVERVIEW 2-3 5. HARDWARE ARCHITECTURE 3 6. SUPPORTED CONFIGURATIONS
More informationOnline Access: Login to The Media Audit
Online Access: Login to The Media Audit Using The Media Audit online has never been easier! Simply open your web browser and follow the quick instructions below. app.themediaaudit.com Open your favorite
More informationAVID Reports. General
AVID Reports General Table of Contents Overview... 3 Technical Requirements... 3 Gaining Access... 4 Forgotten Password...4 Forgotten Login ID...5 Password Changes...5 Navigation... 6 Reports Menu...6
More informationSmart Install in LMS CHAPTER
CHAPTER 6 Smart Install (SI) is a plug-and-play configuration and image management feature that provides zero-touch deployment for new switches. You can configure SI on a switch which will then be the
More informationowncloud Android App Manual
owncloud Android App Manual Release 2.0.0 The owncloud developers December 14, 2017 CONTENTS 1 Using the owncloud Android App 1 1.1 Getting the owncloud Android App...................................
More informationIntroduction to INTERFACExpress and Data Entry
Introduction to INTERFACExpress and Data Entry Welcome to INTERFACExpress, the new MLS system brought to you by RealtyServer. This system accesses a central database of listings using an Internet connection
More informationA Simple Course Management Website
A Simple Course Management Website A Senior Project Presented to The Faculty of the Computer Engineering Department California Polytechnic State University, San Luis Obispo In Partial Fulfillment Of the
More informationA NEW VIEW OF ENTERPRISE SECURITY
A NEW VIEW OF ENTERPRISE SECURITY ACCESS, SECURITY, AND AUDIT COMPLIANCE MANAGEMENT FOR YOUR ENTERPRISE Acme Bank Credential Managment Tom Smith Profile Log Out How can we help you? Home Users Location
More informationFootboFun. Jupiter's Kek. October 13, 2013
FootboFun Jupiter's Kek October 13, 2013 Team Members: Ahmet Abak 1630490 e1630490@ceng.metu.edu.tr Can Gülaydın 1560226 e1560226@ceng.metu.edu.tr Çağrı Utku Akpak 1745660 e1745660@ceng.metu.edu.tr Doğancan
More informationHow to Use TeamSnap for Parents
How to Use TeamSnap for Parents This is a How To Guide for parents of children playing in North Park Little League who want to learn how to use TeamSnap. TeamSnap helps Managers: Organize the roster and
More informationSecureAware Technical Whitepaper
SecureAware Technical Whitepaper - requirements and specifications Applies to SecureAware version 4.x Document date: January 2015 About this document This whitepaper provides a detailed overview of the
More informationDIGIT.B4 Big Data PoC
DIGIT.B4 Big Data PoC GROW Transpositions D04.01.Information System Table of contents 1 Introduction... 4 1.1 Context of the project... 4 1.2 Objective... 4 2 Technologies used... 5 2.1 Python... 5 2.2
More informationand Ethernet Gateway Quick Start Guide
WEB-ID Wireless Sensors and Ethernet Gateway Quick Start Guide Inside the Box You should find the following items in the box: WEB-ID Wireless Sensors WEB-ID Wireless Ethernet Gateway Power Supply Antenna
More informationTutorial Point On Html5 Pdf
Tutorial On Html5 Pdf Free PDF ebook Download: Tutorial On Html5 Pdf Download or Read Online ebook tutorial point on html5 pdf in PDF Format From The Best User Guide Database HTML5 compliance score. HTML5
More information