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Showing result 21 - 25 of 107 essays matching the above criteria.

  1. 21. 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

  3. 22. Evaluating the Effectiveness and Efficiency of Real Time Data Visualization : An Action Research Study

    University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Author : Anusha Mogili; Manoj Kumar Pallapu; [2020]
    Keywords : Data Visualization; Effectiveness; Efficiency; Information Visualization; Network Visualization; User Preference;

    Abstract : Background. In today’s competitive world, dealing with real-time streaming data is a difficult task to be achieved by many organizations. The importance of real time streaming data is rapidly increasing in all software industries by passing time. READ MORE

  4. 23. Real-time Outlier Detection using Unbounded Data Streaming and Machine Learning

    University essay from Luleå tekniska universitet/Datavetenskap

    Author : Emelie Åkerström; [2020]
    Keywords : Outlier Detection; Unbounded Data Streaming; Machine Learning; Clustering; MiniBatchKMeans; LSTM AutoEncoder; Streaming; Network Monitoring;

    Abstract : Accelerated advancements in technology, the Internet of Things, and cloud computing have spurred an emergence of unstructured data that is contributing to rapid growth in data volumes. No human can manage to keep up with monitoring and analyzing these unbounded data streams and thus predictive and analytic tools are needed. READ MORE

  5. 24. Evaluation of FPGA Partial Reconfiguration : for real-time Vision applications

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

    Author : Guanghao Guo; [2020]
    Keywords : FPGA; Partial Reconfiguration; Embedded System; Computer Vision; High-Level Synthesis; FPGA; Partiell rekonfigurering; Inbyggda System; Datorvision; Högnivåsyntes;

    Abstract : The usage of programmable logic resources in Field Programmable Gate Arrays, also known as FPGAs, has increased a lot recently due to the complexity of the algorithms, especially for some computer vision algorithms. Due to this reason, sometimes the hardware resources in the FPGA are not sufficient. READ MORE

  6. 25. 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