Essays about: "streaming graph"

Showing result 6 - 10 of 16 essays containing the words streaming graph.

  1. 6. Dynamic Graph Representation Learning on Enterprise Live Video Streaming Events

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

    Author : Achilleas Stefanidis; [2020]
    Keywords : Dynamic graph representation learning; Selfattention mechanism; Dynamic link prediction; Inlärning av dynamisk grafrepresentation; Koncentrationsmekanism; Dynamisk länkprognos;

    Abstract : Enterprises use live video streaming as a mean of communication. Streaming high-quality video to thousands of devices in a corporate network is not an easy task; the bandwidth requirements often exceed the network capacity. READ MORE

  3. 7. Streaming Graph Partitioning with Graph Convolutional Networks

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

    Author : Michal Zwolak; [2020]
    Keywords : ;

    Abstract : In this work, we present a novel approach to the streaming graph partitioning problem which handles unbounded streams.Graph partitioning is a process of dividing a graph into groups of nodes or edges. READ MORE

  4. 8. WinBro: A Window and Broadcast-based Parallel Streaming Graph Partitioning Framework for Apache Flink

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

    Author : Adrian Ackva; [2019]
    Keywords : ;

    Abstract : The past years have shown an increasing demand to process data of various kinds and size in real-time. A common representation for many real-world scenarios is a graph, which shows relations between entities, such as users of social networks or pages on the Internet. READ MORE

  5. 9. Comparison study on graph sampling algorithms for interactive visualizations of large-scale networks

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

    Author : Alexandra Voroshilova; [2019]
    Keywords : Graph sampling; graph filtering; large graph visualization; grafreduktion; stor graf visualisering;

    Abstract : Networks are present in computer science, sociology, biology, and neuroscience as well as in applied fields such as transportation, communication, medical industries. The growing volumes of data collection are pushing scalability and performance requirements on graph algorithms, and at the same time, a need for a deeper understanding of these structures through visualization arises. READ MORE

  6. 10. A Quantative Study of Social Media Echo Chambers

    University essay from Uppsala universitet/Matematiska institutionen

    Author : Joakim Johansson; [2018]
    Keywords : ;

    Abstract : The changing online environment - where the breadth of the information we are exposed to is algorithmically narrowed - has raised concerns about the creation of "echo chambers"; in which individuals are exposed mainly to information already in alignment with their preconceived ideas and opinions. This thesis explores the role of Twitter as a social media and as an information network, and investigates if exposure to and participation in political discussions resembles echo chambers. READ MORE