Essays about: "Caching"

Showing result 1 - 5 of 78 essays containing the word Caching.

  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. Subtree Hashing of Tests in Build Systems : Rust Tricorder

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

    Author : Calin Capitanu; [2023]
    Keywords : Build systems; tests execution; caching; Abstract Syntax Tree parsing; Sisteme de construire; Teste; Memorare in cache; Arbore sintactic abstract; Bygg system; tester; cachelagring; analys av abstrakt syntaxträd;

    Abstract : Software applications are built by teams of developers that constantly iterate over the codebase. Software projects rely on a build system, which handles the management of dependencies, compilation, testing, and deployment of the software. READ MORE

  4. 3. 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

  5. 4. Register Caching for Energy Efficient GPGPU Tensor Core Computing

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

    Author : Qiran Qian; [2023]
    Keywords : Computer Architecture; GPGPU; Tensor Core; GEMM; Energy Efficiency; Register File; Cache; Instruction Scheduling; Datorarkitektur; GPGPU; Tensor Core; GEMM; energieffektivitet; registerfil; cache; instruktionsschemaläggning;

    Abstract : The General-Purpose GPU (GPGPU) has emerged as the predominant computing device for extensive parallel workloads in the fields of Artificial Intelligence (AI) and Scientific Computing, primarily owing to its adoption of the Single Instruction Multiple Thread architecture, which not only provides a wealth of thread context but also effectively hide the latencies exposed in the single threads executions. As computational demands have evolved, modern GPGPUs have incorporated specialized matrix engines, e. READ MORE

  6. 5. 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