Essays about: "Kubernetes"

Showing result 21 - 25 of 109 essays containing the word Kubernetes.

1. 21. Predicting resource usage on a Kubernetes platform using Machine Learning Methods

   University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

   Author : Arvid Gördén; [2023]
   Keywords : Master thesis; Kubernetes; scaling; resource management; horizontal pod autoscaler; vertical scaling; machine learning; Masterarbete; Kubernetes; scaling; resurshantering; horisontell pod autoscaler; vertikal scaling; maskininlärning;

   Abstract : Cloud computing and containerization has been on the rise in recent years and have become important areas of research and development in the field of computer science. One of the challenges in distributed and cloud computing is to predict the resource utilization of the nodes that run the applications and services. READ MORE

3. 22. Cross region cloud redundancy : A comparison of a single-region and a multi-region approach

   University essay from Umeå universitet/Institutionen för datavetenskap

   Author : Oskar Lindén; [2023]
   Keywords : Cloud computing; Cross-region replication; Performance evaluation;

   Abstract : In order to increase the resiliency and redundancy of a distributed system, it is common to keep standby systems and backups of data in different locations than the primary site, separated by a meaningful distance in order to tolerate local outages. Nasdaq has accomplished this by maintaining primary-standby pairs or primary-standby-disaster triplets with at least one system residing in a different site. READ MORE

4. 23. Migrating a monolithic application to behaviour-driven function-based application : A study on architectural patterns and migration strategy forbuilding function-based applicationEn studie om arkitekturmönster och migreringsstrategi för attskapa funktionsbaserad applikation

   University essay from KTH/Hälsoinformatik och logistik

   Author : Nils Falck; Arif Jehda-Oh; [2023]
   Keywords : Behaviour-driven Development; Function-as-a-Service; Kubernetes; Migration Strategy; Monolith; OpenFaaS; Stranger Fig Pattern;

   Abstract : With the increased use of the internet and applications, the architecture has had to adapt to the increasing number of users. Many companies have started migrating from monolithic architecture to microservice and, more recently, started to explore the possibility of migrating applications to Function-as-a-Service. READ MORE

5. 24. Intelligent autoscaling in Kubernetes : the impact of container performance indicators in model-free DRL methods

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Tommaso Praturlon; [2023]
   Keywords : Cloud computing; container autoscaling; resource optimisation; Deep Reinforcement Learning; Actor-Critic; Kubernetes; service mesh; Cloud computing; container autoscaling; Optimering av resurser; Deep Reinforcement Learning; Actor-Critic; Kubernetes; service mesh;

   Abstract : A key challenge in the field of cloud computing is to automatically scale software containers in a way that accurately matches the demand for the services they run. To manage such components, container orchestrator tools such as Kubernetes are employed, and in the past few years, researchers have attempted to optimise its autoscaling mechanism with different approaches. READ MORE

6. 25. Kubernetes Automatic Geographical Failover Techniques

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Philip Eriksson; [2023]
   Keywords : Kubernetes; Geographical Failover; Multi-cluster; Non-Byzantine;

   Abstract : With the rise of microservice architectures, there is a need for an orchestration tool to manage containers. Kubernetes has emerged as one of the most popular alternatives, adopting widespread usage. But managing multiple Kubernetes clusters on its own have proven to be a challenging task. READ MORE