Essays about: "Caching data"

Showing result 1 - 5 of 49 essays containing the words Caching data.

  1. 1. Optimizing Consensus Protocols with Machine Learning Models : A cache-based approach

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

    Author : Kun Wu; [2023]
    Keywords : Distributed Systems; Consensus Algorithms; Machine Learning; Caching; Distribuerade system; Konsensusalgoritmer; Maskininlärning; Cachning;

    Abstract : Distributed systems offer a reliable and scalable solution for tackling massive and complex tasks that cannot be handled by a single computer. However, standard consensus protocols used in such systems often replicate data without considering the workload, leading to unnecessary retransmissions. READ MORE

  3. 2. CLIENT-SIDE CACHING: REDUCING SERVER LOAD AND LATENCY IN A NETWORK TRAFFIC ANALYSIS TOOL

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Oskar Södermark; [2023]
    Keywords : Caching; client-side cache implementation; cache deployment; partially repeated queries; cache placement investigation; client-side cache; reducing latency; reducing server load;

    Abstract : Caching is a fundamental technique widely used in the field of computing to reduce network traffic, server load, and latency. Storing frequently accessed data in a high-speed cache layer can make future requests process faster by involving fewer system components when generating and serving the response. READ MORE

  4. 3. Sustainable IoT Data Caching Policy using Deep Reinforcement Learning

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Hanna Woldeselassie Ogbazghi; [2022]
    Keywords : IoT; Sustainability; caching; DRL; Performance; Optimization; Evaluation;

    Abstract :  Over the years, the Internet of Things has grown significantly and integrated into many fields such as medicine, agriculture, smart homes, etc. This growth has resulted in a significant increase in the amount of data generated. READ MORE

  5. 4. API Latency and User Experience: What Aspects Impact Latency and What are the Implications for Company Performance?

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

    Author : Oscar Nilsson; Noel Yngwe; [2022]
    Keywords : ;

    Abstract : Cloud computing has grown during recent years because of the ability for enterprises to scale without having to consider underlying infrastructure. As the complexity of the service increases, there is a significant risk of increasing latency between microservices and application programming interfaces (APIs). READ MORE

  6. 5. Prediction of user actions with an Association Rules and two Neural Network models in a configuration environment

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Hampus Elinder; [2022]
    Keywords : ;

    Abstract : Extensive configurators might suffer from latency due to their complexity - something which could hurt user experience and, in turn, sales. Machine learning models could potentially learn the patterns of user actions by looking at past configuration sessions. READ MORE