Essays about: "real-time analytics"

Showing result 1 - 5 of 35 essays containing the words real-time analytics.

  1. 1. Big Data Analytics Using Apache Flink for Cybercrime Forensics on X (formerly known as Twitter)

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Manjunath Kakkepalya Puttaswamy; [2023]
    Keywords : Apache Flink; Apache Spark; Big Data; Twitter; X;

    Abstract : The exponential growth of social media usage has led to massive data sharing, posing challenges for traditional systems in managing and analyzing such vast amounts of data. This surge in data exchange has also resulted in an increase in cyber threats from individuals and criminal groups. READ MORE

  3. 2. Anomaly detection in surveillance camera data

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Viktoriia Semerenska; [2023]
    Keywords : Anomaly detection; Machine Learning; Supervised learning; Video Analytics; Artificial Intelligence;

    Abstract : The importance of detecting anomalies in surveillance camera data cannot be overemphasized. With the increasing availability of surveillance cameras in public and private locations, the need for reliable and effective methods to detect anomalous behavior has become critical to public safety. READ MORE

  4. 3. Developing Software for Commercial Battery Analytics

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Felix Agnerdahl; Erdem Garip; Richard Lövgren; Johan Svärd; Lukas Lindén Thöming; Isaac Westerman; [2023]
    Keywords : ;

    Abstract : When dealing with older or niche measuring instruments and machines, one can encounter some problems when wanting to expand their software with new functionality and features. This is a problem encountered by Real-time Battery Analytics, a company in its pre-startup phase. READ MORE

  5. 4. Investigating the Use of Digital Twins to Optimize Waste Collection Routes : A holistic approach towards unlocking the potential of IoT and AI in waste management

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

    Author : Aarati Medehal; [2023]
    Keywords : Internet of Things; Industry 4.0; Smart Cities; Artificial Intelligence; Travelling Salesman problem; Vehicle Routing Problems; Digital Twins; Waste collection; Optimization; Metaheuristics algorithms; Ant Colony Optimization; Simulated Annealing; Particle Swarm; Tabu Search; Genetic Algorithm; Ontology; Digital Twin Definition Language; Internet of Things; Industri 4.0; Smarta städer; Artificiell intelligens; Travelling Salesman problem; Vehicle Routing Problems; Digitala tvillingar; Sophämtning; Optimering; Metaheuristika algoritmer; Ant Colony optimering; Simulerad glödgning; Partikelsvärm; Tabu-sökning; Genetisk algoritm; Ontologi; Digitala tvillingar defintitionsspråk;

    Abstract : Solid waste management is a global issue that affects everyone. The management of waste collection routes is a critical challenge in urban environments, primarily due to inefficient routing. This thesis investigates the use of real-time virtual replicas, namely Digital Twins to optimize waste collection routes. READ MORE

  6. 5. Automatic Sport Analysis System for Table-Tennis using Image Recognition Methods

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Sebastian Broman; Ludwig Forsberg; [2023]
    Keywords : machine learning; computer vision; table tennis; sport analytics;

    Abstract : This study presents several machine learning models tasked with gathering information about what happens in a table tennis match. This information includes the ball's position, identifying serves, and other events such as ball hits and bounces. The TTNet backbone demonstrated superior performance across all tasks, including inference time. READ MORE