Sökning: "Horizontal scalability"

Visar resultat 1 - 5 av 15 uppsatser innehållade orden Horizontal scalability.

  1. 1. Volumetric Image Segmentation of Lizard Brains

    Master-uppsats, KTH/Tillämpad fysik

    Författare :Yulia Dragunova; [2023]
    Nyckelord :image segmentation; deep learning; atlas; lizard brain; micro-CT; image augmentation; bild segmentering; djupinlärning; atlas; ödelhjärna; mikro-datortomagrofi; datautökning;

    Sammanfattning : Accurate measurement brain region volumes are important in studying brain plasticity, which brings insight into the fundamental mechanisms in animal, memory, cognitive, and behavior research. The traditional methods of brain volume measurements are ellipsoid or histology. LÄS MER

  3. 2. A performance study for autoscaling big data analytics containerized applications : Scalability of Apache Spark on Kubernetes

    Master-uppsats, Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Författare :Vinay Kumar Vennu; Sai Ram Yepuru; [2022]
    Nyckelord :Containers; Container Orchestration; Big data analytics; Autoscaling; Resource Management;

    Sammanfattning : Container technologies are rapidly changing how distributed applications are executed and managed on cloud computing resources. As containers can be deployed on a large scale, there is a tremendous need for Container Orchestration tools like Kubernetes that are highly automatic in deployment, scaling, and management. LÄS MER

  4. 3. An Open-Source Framework for Large-Scale ML Model Serving

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen för beräkningsvetenskap

    Författare :Petter Sigfridsson; [2022]
    Nyckelord :Model Serving; Machine Learning; MLOps; DevOps; Distributed Computing Infrastructure; System Scalability and Performance; Cloud Infrastructure; Open-Source Software; Horizontal Scalability; Data Engineering; Cloud Computing; AI; Data Science;

    Sammanfattning : The machine learning (ML) industry has taken great strides forward and is today facing new challenges. Many more models are developed, used and served within the industry. Datasets that models are trained on, are constantly changing. LÄS MER

  5. 4. IoT Workload Characterisation for Next Generation Cloud Systems

    Master-uppsats, Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Författare :Fatema Mirza; [2022]
    Nyckelord :Internet of Things; healthcare; trafc modelling; workload prediction; load balancing; cloud computing; scalability; cloudsim plus; simulation;

    Sammanfattning :  The integration of The Internet of Things and cloud computing has led to the emergenceof new classes of applications ranging from smart healthcare, smart and precision agriculture,smart manufacturing to smart environmental monitoring. The rapid surge in the useof these applications is expected to generate massive amounts of data with differentcharacteristics that are yet not studied. LÄS MER

  7. 5. Evaluation of CockroachDB in a cloud-native environment

    Kandidat-uppsats, Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Författare :Kristina Håkansson; Andreas Rosenqvist; [2021]
    Nyckelord :Cloud-native database; CockroachDB; Performance; Scalability;

    Sammanfattning : The increased demand for using large databases that scale easily and stay consistent requires service providers to find new solutions for storing data in databases. One solution that has emerged is cloud-native databases. LÄS MER