Essays about: "client analysis"

Showing result 1 - 5 of 306 essays containing the words client analysis.

  1. 1. Attack Strategies in Federated Learning for Regression Models : A Comparative Analysis with Classification Models

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Sofia Leksell; [2024]
    Keywords : Federated Learning; Adversarial Attacks; Regression; Classification;

    Abstract : Federated Learning (FL) has emerged as a promising approach for decentralized model training across multiple devices, while still preserving data privacy. Previous research has predominantly concentrated on classification tasks in FL settings, leaving  a noticeable gap in FL research specifically for regression models. READ MORE

  2. 2. Attack Strategies in Federated Learning for Regression Models : A Comparative Analysis with Classification Models

    University essay from Umeå universitet/Institutionen för tillämpad fysik och elektronik

    Author : Sofia Leksell; [2024]
    Keywords : Federated Learning; Adversarial Attacks; Regression; Classification;

    Abstract : Federated Learning (FL) has emerged as a promising approach for decentralized model training across multiple devices, while still preserving data privacy. Previous research has predominantly concentrated on classification tasks in FL settings, leaving  a noticeable gap in FL research specifically for regression models. READ MORE

  3. 3. Evaluating Connectivity for RabbitMQ stream clients in front of Load Balancers

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Hanna Littorin; [2024]
    Keywords : ;

    Abstract : Message brokers play a crucial role in decoupling senders and receivers within distributed systems. In some scenarios, it is necessary to distribute a message broker across multiple nodes to form a cluster. To ensure even and fair distribution of client requests across nodes, load balancers are commonly employed in front of the cluster. READ MORE

  4. 4. A study of productivity measurement and modeling of inhaler production at AstraZeneca

    University essay from Linköpings universitet/Kommunikations- och transportsystem; Linköpings universitet/Tekniska fakulteten

    Author : Vilma Björk Öhhrfelt; Ebba Österman; [2023]
    Keywords : Produktivitet; produktivitetsmått; produktionsplanering; diskret händelsestyrd simulering; kapacitetsförändringar; produktionslogistik; Industriell ekonomi; Industriell ekonomi;

    Abstract : Production planning and evaluation can be performed using various tools. This study encompasses two main topics: productivity measurement and production simulation. The study was conducted at AstraZeneca, a pharmaceutical company, where their production of inhalers was examined. READ MORE

  5. 5. Interrupting prolonged sitting behavior with gamification: Mobile adaptation of the break reminder desktop app Liopep

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Angelica Caridad Hernandez Cerutti; [2023]
    Keywords : ;

    Abstract : The present work aims at guiding the design transition of the break reminder desktop application Liopep to a mobile platform. The goal is to improve and adapt the gamified intervention to address sedentary behavior at an organizational level. READ MORE