Essays about: "Network Visualization"

Showing result 21 - 25 of 141 essays containing the words Network Visualization.

  1. 21. Discover patterns within train log data using unsupervised learning and network analysis

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Zehua Guo; [2022]
    Keywords : Log analysis; Natural language processing; Unsupervised learning; Clustering; Network analysis; Logganalys; Bearbetning av naturligt språk; Oövervakat lärande; Clustering; Nätverksanalys;

    Abstract : With the development of information technology in recent years, log analysis has gradually become a hot research topic. However, manual log analysis requires specialized knowledge and is a time-consuming task. Therefore, more and more researchers are searching for ways to automate log analysis. READ MORE

  3. 22. Diagnostics Framework for Time-Critical Control Systems in Cloud-Fog Automation

    University essay from Mälardalens universitet/Inbyggda system

    Author : Johannes Deivard; Valentin Johansson; [2022]
    Keywords : Cloud-fog automation; distributed control systems; network diagnostics; process diagnostics; process mining; Industrial Internet of Things; Industry 4.0; network probing; wireless telecommunication; 5G; WiFi 6; eBPF;

    Abstract : Evolving technology in wireless telecommunication, such as 5G, provides opportunities to utilize wireless communication more in an industrial setting where reliability and predictability are of great concern. More capable Industrial Internet of Things devices (IIoT) are, indeed, a catalyst for Industry 4.0. READ MORE

  4. 23. Detection Of Malicious Activity in Network Traffic on a Binary Representation using Image Analysis

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Joar Hjerpe; Oliver Karlsson; [2022]
    Keywords : Binary representation; Image Analysis; Spatial-Filling Curves; IIoT; Artificial intelligence;

    Abstract : In this thesis, we explore the idea of using binary visualization and image analysis to detect anomalous activity on an Industrial Internet of Things (IIoT) based network. The data is gathered into a pcap file and then fed into our encoder, which uses a space-filling curve to convert the 1-dimensional stream of data into pixels with a specific red, blue, and green gradient value. READ MORE

  5. 24. Improving The Visualization And Animation Of Weighted Dynamic Networks Using Force-Directed Graph Drawing Algorithms

    University essay from Linköpings universitet/Institutet för analytisk sociologi, IAS; Linköpings universitet/Filosofiska fakulteten

    Author : Guus Winkelmolen; [2021]
    Keywords : ;

    Abstract : The visualization of networks as graphs composed of nodes and vertices benefits many fields of science including social network analysis. The use case of visualizations is twofold. Firstly, easy initial visualization of networks will help researchers find and specify their hypotheses before having to do any technical analysis. READ MORE

  6. 25. Interactive Visualization of Air Traffic in OpenSpace

    University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska fakulteten

    Author : Adrian Andersson; Joel Paulsson; [2021]
    Keywords : ;

    Abstract : This thesis report presents a master’s thesis project in Media Technology by two students from Linköping University, Sweden. The project was implemented in collaboration with the Visualization Center C and Linköping University during the spring of 2021 resulting in the creation and development of two spatiotemporal visualizations featuring air traffic data in the OPENSPACE software. READ MORE