Sökning: "decentralised algorithms"

Hittade 4 uppsatser innehållade orden decentralised algorithms.

  1. 1. Federated Learning with FEDn for Financial Market Surveillance

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen för beräkningsvetenskap

    Författare :Isak Voltaire Edoh; [2022]
    Nyckelord :machine learning; federated learning; privacy; market surveillance; financial markets; fraud detection; spoofing; market abuse; market manipulation; LSTM; FEDn;

    Sammanfattning : Machine Learning (ML) is the current trend that most industries opt for to improve their business and operations. ML has also been adopted in the financial markets, where well-funded financial institutions employ the latest ML algorithms to gain an advantage on the market. LÄS MER

  3. 2. Pushing the Limits of Gossip-Based Decentralised Machine Learning

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Lodovico Giaretta; [2019]
    Nyckelord :machine learning; distributed systems; decentralised algorithms; gossip algorithms;

    Sammanfattning : Recent years have seen a sharp increase in the ubiquity and power of connected devices, such as smartphones, smart appliances and smart sensors. These de- vices produce large amounts of data that can be extremely precious for training larger, more advanced machine learning models. LÄS MER

  4. 3. Protection of Personal Data in Blockchain Technology : An investigation on the compatibility of the General Data Protection Regulation and the public blockchain

    Uppsats för yrkesexamina på avancerad nivå, Stockholms universitet/Institutet för rättsinformatik (IRI)

    Författare :Amelia Wallace; [2019]
    Nyckelord :General Data Protection Regulation; GDPR; Blockchain; Transparency; Personal Data; Dataskyddsförordningen; GDPR; Blockkedja; Transparens; Teknikneutralitet; Personuppgift;

    Sammanfattning : On 25 May 2018 the General Data Protection Regulation, GDPR, came into force in the EU. The regulation strengthened the rights of the data subjects’ in relation to the data controllers and processors and gave them more control over their personal data. LÄS MER

  5. 4. Target Tracking in Decentralised Networks with Bandwidth Limitations

    Master-uppsats, Linköpings universitet/Reglerteknik

    Författare :Tim Fornell; Jacob Holmberg; [2018]
    Nyckelord :Sensorfusion; decentralised; sensor networks; target tracking; bandwidth limitation;

    Sammanfattning : The number and the size of sensor networks, e.g., used for monitoring of public places, are steadily increasing, introducing new demands on the algorithms used to process the collected measurements. The straightforward solution is centralised fusion, where all measurements are sent to a common node where all estimation is performed. LÄS MER