Sökning: "Container orchestration"

Visar resultat 11 - 15 av 37 uppsatser innehållade orden Container orchestration.

  1. 11. 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

  3. 12. Effektiviteten hos kluster med befintliga datorer kontra enskilda datorer

    Uppsats för yrkesexamina på grundnivå, Högskolan i Gävle/Datavetenskap

    Författare :Las Osman; [2022]
    Nyckelord :Kubernetes; Docker; Container orchestration; Container; Cluster; Kubernetes; Docker; Container orkestrering; Container; Kluster;

    Sammanfattning : Detta arbete utvärderar nyttan av att konstruera ett kluster med ett företags eller en organisations befintliga datorer. Klustret baserat på vanliga persondatorer kan blisom ett alternativ att driftsätta applikationer och tjänster. Alternativet är i stället föratt införskaffa serverar och högprestandadatorer. LÄS MER

  4. 13. An I/O-aware scheduler for containerized data-intensive HPC tasks in Kubernetes-based heterogeneous clusters

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

    Författare :Zheyun Wu; [2022]
    Nyckelord :Cloud-native; Containers; Kubernetes; High-performance computing HPC ; Data-intensive computing; Task scheduling; Heterogeneous systems; Cloud-native; Containrar; Kubernetes; Högpresterande datoranvändning HPC ; Dataintensiv datoranvändning; Uppgiftsschemaläggning; Heterogena system;

    Sammanfattning : Cloud-native is a new computing paradigm that takes advantage of key characteristics of cloud computing, where applications are packaged as containers. The lifecycle of containerized applications is typically managed by container orchestration tools such as Kubernetes, the most popular container orchestration system that automates the containers’ deployment, maintenance, and scaling. LÄS MER

  5. 14. Container Orchestration and Performance Optimization for a Microservicesbased Application

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

    Författare :Ali Yousaf; [2022]
    Nyckelord :Microservicesbased architecture; Monolithic design; Docker; Kubernetes; Mikrotjänstbaserad arkitektur; monolitisk design; Docker; Kubernetes;

    Sammanfattning : Microservices is a new software design concept for developing scalable, loosely coupled services with a smaller codebase than the traditional monolithic approach. The designed microservices can communicate using several protocols, such as Advanced Message Queuing Protocol (AMQP) or HTTP/REST. LÄS MER

  7. 15. Evaluating machine learning strategies for classification of large-scale Kubernetes cluster logs

    Master-uppsats, Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Författare :Pawan Sarika; [2022]
    Nyckelord :Kubernetes logs; feature selection; feature extraction; multi-class classification; Computational cost;

    Sammanfattning : Kubernetes is a free, open-source container orchestration system for deploying and managing Docker containers that host microservices. Its cluster logs are extremely helpful in determining the root cause of a failure. However, as systems become more complex, locating failures becomes more difficult and time-consuming. LÄS MER