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BigData Approach to Management of Large Netflow Datasets
Melkes, Miloslav ; Ráb, Jaroslav (referee) ; Ryšavý, Ondřej (advisor)
This master‘s thesis focuses on distributed processing of big data from network communication. It begins with exploring network communication based on TCP/IP model with focus on data units on each layer, which is necessary to process during analyzation. In terms of the actual processing of big data is described programming model MapReduce, architecture of Apache Hadoop technology and it‘s usage for processing network flows on computer cluster. Second part of this thesis deals with design and following implementation of the application for processing network flows from network communication. In this part are discussed main and problematic parts from the actual implementation. After that this thesis ends with a comparison with available applications for network analysis and evaluation set of tests which confirmed linear growth of acceleration.
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System for processing of GPS data from multiple mobile devices
Jurča, Josef ; Červenka, Vladimír (referee) ; Lattenberg, Ivo (advisor)
The aim of this thesis was to create an information system which consists of a mobile application, server and web application. Mobile application is designed for operating system Android and it is used for sending GPS coordinates of mobile devices to the server. These data are later processed by server and stored in database. Web application displays the current location of mobile devices in user group on a map, it also displays location history and statistics. Accuracy of the station location can be enhanced by using DGPS assuming that one of stations in a group does not change its location. The system was designed and then developed using modern web technologies and frameworks including PhoneGap, Ionic, Node.js, Express, MongoDB, Mongoose and AngularJS. Further measurements, that were performed, are supposed to present the effect of DGPS to location accuracy determination.
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Browser Game with Artificial Intelligence
Moravec, Michal ; Volf, Tomáš (referee) ; Bartík, Vladimír (advisor)
Thesis describes design and implementation of a web browser game, which can be played by multiple players via the internet. The main goal is to manage the economy, although players can cooperate (trading) or play against each other (battles). NoSQL database is used for persistent storage of progress, which is also described in the thesis. Apart from human players there are also agents/bots, which play the game autonomously via state machines generated by genetic algorithms. Paper describes design and functionality of either the genetic algorithms, but also the state machines.
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Electronic Document Management in Project Management Tool
Gavryliuk, Olga ; Květoňová, Šárka (referee) ; Kreslíková, Jitka (advisor)
This work deals with electronic document management systems (EDMS) from the perspective of selected knowledge areas of project management processes. The aim of this thesis was to create an EDM system based on an appropriately selected EDM model, which would assist in the management of documents that arise during management processes in selected areas of project management (quality, human resources and communication within the project) with the possibility of extending to other knowledge areas.
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Squirrel: Web Framework in Swift
Klembara, Filip ; Bobák, Petr (referee) ; Herout, Adam (advisor)
The goal of this thesis is to create a Swift framework that allows to create web applications and is easy to use, works with the MongoDB database, offers custom templates, minimizes the need for key-value programming, and uses Swift 4. I have solved the problem by implementing server application, which is working with my framework. I used generic programming and Codable protocol, which allows simple data serialization. The created solution provides an environment for creating web applications for all Swift-supported Linux distributions. The benefit of this work is to simplify the development of web applications for Swift developers.
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Web Page Visitor Monitoring
Jelič, Martin ; Očenášek, Pavel (referee) ; Burget, Radek (advisor)
This Bachelor's Thesis deals with web analytics, its terms, principles, related problems and their solutions. There are described at large a few tools for web analytics. The focus of this work is the design and implementation of a new web analytics tool that allows to monitor the web page traffic and evaluate the obtained data for internet project management purposes. There are shown the results of testing the mentioned tool in real traffic and the comparsion with the results of the existing tools, which differ from the new tool in some characteristics. The work discusses the advantages of using the MongoDB document-oriented database for website traffic monitoring purposes as well.
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Mobile Application for Diabetes Monitoring
Gabčo, Jakub ; Kolář, Martin (referee) ; Szőke, Igor (advisor)
In the present time, all processes are automated. They are moving to smaller devices. Many people with diabetes, instead of prescribed diabetics journals, use mobile applications that help and simplify work with diabetes. This thesis analyzes and compares existing apps. After all, it describes draft of the application and its implementation. The result is verified by testers and publicly posted to production.
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Localization of People in the Building
Randýsek, Vojtěch ; Orság, Filip (referee) ; Sakin, Martin (advisor)
The aim of this thesis is to create a personal indoor positioning system. In this work, new systembasedonaBluetoothtechnologyisproposed.Personlocalizationisaccomplishedby usingthefingerprintingmethod.Proposedsystemconsistsofadatabase,awebapplication, a hardware layer and communication services. For the purpose of demonstration of the proposed system a video was made. System in the video, using propsed methods, gained standard accuracy of 2.46 m and standard deviation of 2 m. These results show that the combination of used technology leads to a succesful localization of people in buildings.
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