Sökning: "Cloud Benchmarking"

Visar resultat 1 - 5 av 28 uppsatser innehållade orden Cloud Benchmarking.

  1. 1. Performance Benchmarking and Cost Analysis of Machine Learning Techniques : An Investigation into Traditional and State-Of-The-Art Models in Business Operations

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

    Författare :Jacob Lundgren; Sam Taheri; [2023]
    Nyckelord :Artificial Intelligence AI ; Machine Learning; Big Data; Natural Language Processing NLP ; Pre-Trained BERT; Fine-Tuned BERT; TF-IDF; Logistic Regression; Support Vector Machine SVM ; Cloud GPU; Operating Costs; Performance Efficiency; Business Intelligence;

    Sammanfattning : Eftersom samhället blir allt mer datadrivet revolutionerar användningen av AI och maskininlärning sättet företag fungerar och utvecklas på. Denna studie utforskar användningen av AI, Big Data och Natural Language Processing (NLP) för att förbättra affärsverksamhet och intelligens i företag. LÄS MER

  3. 2. Comparative Study of the Inference of an Image Quality Assessment Algorithm : Inference Benchmarking of an Image Quality Assessment Algorithm hosted on Cloud Architectures

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

    Författare :Jesper Petersson; [2023]
    Nyckelord :Machine learning; Cloud Computing; Benchmark; Image Quality Assessment; Maskininlärning; Molntjänster; Jämförelse; Bildkvalitetsbedömning;

    Sammanfattning : an instance has become exceedingly more time and resource consuming. To solve this issue, cloud computing is being used to train and serve the models. However, there’s a gap in research where these cloud computing platforms have been evaluated for these tasks. LÄS MER

  4. 3. Comparative Analysis of Load Balancing in Cloud Platforms for an Online Bookstore Web Application using Apache Benchmark

    Uppsats för yrkesexamina på grundnivå, Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Författare :Srilekha Pothuganti; Malepiti Samanth; [2023]
    Nyckelord :Cloud computing; load balancing; virtual instances; and the Apache Benchmark Tool;

    Sammanfattning : Background :Cloud computing has transformed the landscape of application deploy-ment, offering on-demand access to compute resources, databases, and services viathe internet. This thesis explores the development of an innovative online book-storeweb application, harnessing the power of cloud infrastructure across AWS,Azure, andGCP. LÄS MER

  5. 4. Benchmarking Container Engines with a Networking Perspective

    M1-uppsats, Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Författare :Albert Ärleskog; Daniel Ekström; [2023]
    Nyckelord :container; container engine; benchmark; CNI; CRI-O; containerd; network; Kubernetes; performance; cloud;

    Sammanfattning : The growth of distributed applications stand on a foundation of containers and their communication and have seen the rise and fall of many implementations throughout the years with a mix of proprietary and open sources. Today there are two implementations widely used as a result of the popularity of the huge project Kubernetes: CRI-O and Containerd. LÄS MER

  7. 5. The battle against sepsis : exploring the genotypic diversity of pseudomonas and proteus clinical isolates

    Master-uppsats, Högskolan i Skövde/Institutionen för biovetenskap

    Författare :Suud Ahmed; [2023]
    Nyckelord :;

    Sammanfattning : Sepsis is a dangerous and potentially fatal condition that has a mysterious origin, underscoring the significance of prompt and accurate diagnosis and treatment. Bacterial whole-genome sequencing, which is widely used in clinical microbiology, stands at the forefront of sequencing technologies, particularly to combat sepsis. LÄS MER