Sökning: "Distributed storage"

Visar resultat 11 - 15 av 247 uppsatser innehållade orden Distributed storage.

  1. 11. Classification of imbalanced disparate medical data using ontology

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

    Författare :Ludvig Karlsson; Gustav Wilhelm Kopp Sundin; [2023]
    Nyckelord :Ontology; machine learning; random forest; imbalanced data; oncology; digital transformation;

    Sammanfattning : Through the digitization of healthcare, large volumes of data are generated and stored in healthcare operations. Today, a multitude of platforms and digital infrastructures are used for storage and management of data. The systems lack a common ontology which limits the interoperability between datasets. LÄS MER

  3. 12. Cloud-native storage solutions for Kubernetes : A performance comparison

    Kandidat-uppsats, Högskolan i Skövde/Institutionen för informationsteknologi

    Författare :Filip Andersson; [2023]
    Nyckelord :Kubernetes; distributed storage; storage performance; benchmark; cloud-native; bandwidth; latency; IOPS;

    Sammanfattning : Kubernetes is a container orchestration system that has been rising in popularity in recent years. The modular nature of Kubernetes allows the usage of different storage solutions, and for cloud environments, cloud-native distributed storage solutions maybe attractive due to their redundant nature. LÄS MER

  4. 13. Faster Reading with DuckDB and Arrow Flight on Hopsworks : Benchmark and Performance Evaluation of Offline Feature Stores

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

    Författare :Ayushman Khazanchi; [2023]
    Nyckelord :Machine Learning; Feature Store; Distributed Systems; MLOps;

    Sammanfattning : Over the last few years, Machine Learning has become a huge field with “Big Tech” companies sharing their experiences building machine learning infrastructure. Feature Stores, used as centralized data repositories for machine learning features, are seen as a central component to operational and scalable machine learning. LÄS MER

  5. 14. Elevers perspektiv på livsmedelsförvaring : -En enkätstudie bland elever i årskurs 8-9

    Kandidat-uppsats, Umeå universitet/Institutionen för kost- och måltidsvetenskap

    Författare :Matilda Annell; Linda Wiklund; [2023]
    Nyckelord :Livsmedel; matsvinn; matvaror; livsmedelsförvaring; elever;

    Sammanfattning : Sammanfattning  Bakgrund: Korrekt förvaring av livsmedel är avgörande för att bibehålla matens kvalitet och förhindra att livsmedel blir dåligt. Dåliga livsmedel kan påverka vår hälsa negativt. En korrekt livsmedelsförvaring bidrar till ett minskat matsvinn och en hållbar utveckling. LÄS MER

  7. 15. Federated Learning for edge computing : Real-Time Object Detection

    Magister-uppsats, Högskolan i Skövde/Institutionen för informationsteknologi

    Författare :Ardit Memia; [2023]
    Nyckelord :Federated Learning; Artificial Intelligence; Machine Learning; Edge computing; Object Detection; Decentralized AI;

    Sammanfattning : In domains where data is sensitive or private, there is a great value in methods that can learn in a distributed manner without the data ever leaving the local devices. Federated Learning (FL) has recently emerged as a promising solution to collaborative machine learning challenges while maintaining data privacy. LÄS MER