Sökning: "cloud server"

Visar resultat 6 - 10 av 173 uppsatser innehållade orden cloud server.

  1. 6. Trainable Region of Interest Prediction: Hard Attention Framework for Hardware-Efficient Event-Based Computer Vision Neural Networks on Neuromorphic Processors

    Master-uppsats, Lunds universitet/Institutionen för elektro- och informationsteknik

    Författare :Cina Arjmand; [2023]
    Nyckelord :Artifical Intelligence; Machine Learning; Neuromorphic Engineering; Computer Vision; Technology and Engineering;

    Sammanfattning : Neuromorphic processors are a promising new type of hardware for optimizing neural network computation using biologically-inspired principles. They can effectively leverage information sparsity such as in images from event-based cameras, and are well-adapted to processing event-based data in an energy-efficient fashion. LÄS MER

  3. 7. Reducing Power Consumption For Signal Computation in Radio Access Networks : Optimization With Linear Programming and Graph Attention Networks

    Master-uppsats, Linköpings universitet/Programvara och system

    Författare :Martin Nordberg; [2023]
    Nyckelord :Cloud RAN; Constrained optimization; Mixed integer linear programming; MILP; Machine learning; Graph neural network; Graph attention network; GAT;

    Sammanfattning : There is an ever-increasing usage of mobile data with global traffic having reached 115 exabytes per month at the end of 2022 for mobile data traffic including fixed wireless access. This is projected to grow up to 453 exabytes at the end of 2028, according to Ericssons 2022 mobile data traffic outlook report. LÄS MER

  4. 8. Low-power Acceleration of Convolutional Neural Networks using Near Memory Computing on a RISC-V SoC

    Master-uppsats, Lunds universitet/Institutionen för elektro- och informationsteknik

    Författare :Kristoffer Westring; Linus Svensson; [2023]
    Nyckelord :FPGA; ASIC; Near Memory Computing; RISC-V; Convolutional Neural Network; Technology and Engineering;

    Sammanfattning : The recent peak in interest for artificial intelligence, partly fueled by language models such as ChatGPT, is pushing the demand for machine learning and data processing in everyday applications, such as self-driving cars, where low latency is crucial and typically achieved through edge computing. The vast amount of data processing required intensifies the existing performance bottleneck of the data movement. LÄS MER

  5. 9. Home automation using the Internet of Things

    Uppsats för yrkesexamina på grundnivå, Uppsala universitet/Signaler och system

    Författare :Ronghan Wu; [2023]
    Nyckelord :;

    Sammanfattning : This bachelor’s thesis project is intended to study IoT (Internet of Things) and apply it to an application in home automation. To this purpose, a prototype has been implemented that can measure indoor temperature and humidity, display the measurement data on an LCD display, and then send the measurement data to a cloud server for users to read online. LÄS MER

  7. 10. Deterministic Performance on Kubernetes

    Master-uppsats, Linköpings universitet/Institutionen för datavetenskap

    Författare :Chetan Kandya; [2023]
    Nyckelord :Kubernetes; Deterministic Performance; Core Isolation; IDO; Intent Driven Orchestration; CRI-RM; Docker; Cloud Optimization;

    Sammanfattning : With the exponential growth of virtualization and cloud computing over the last decade, many companies in the telecommunications sector have started their journey towards cloud migration by exchanging a lot of specialized hardware for virtualized solutions. With more and more applications running in a cloud environment, it became essential to run these applications on heterogeneous systems with shared underlying hardware and software resources. LÄS MER