Essays about: "Docker"

Showing result 16 - 20 of 126 essays containing the word Docker.

1. 16. Performance Evaluation of Serverless Edge Computing for AI Applications : Implementation, evaluation and modeling of an object-detection application running on a serverless architecture implemented with Kubernetes

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

   Author : Zihan Wang; [2022]
   Keywords : Edge computing; Serverless architecture; Artificial Intelligence; Object detection; Docker; Kubernetes; Queueing theory; Edge computing; Serverlös arkitektur; Artificiell Intelligens; Objektdetektering; Docker; Kubernetes; Queuing theory;

   Abstract : Serverless edge computing is a distributed network and computing system in which the data is processed at the edge of the network based on serverless architecture. It can provide large-scale computing and storage resources with low latency, which are very useful in AI applications such as object detection. READ MORE

3. 17. Container Orchestration and Performance Optimization for a Microservicesbased Application

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

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

   Abstract : 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. READ MORE

4. 18. PXI Communication in a virtual environment : Using containers and VMs for communication with a PXI

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

   Author : Carl Dahlberg; [2022]
   Keywords : Virtual environments; Docker containers; Windows container; Virtual machine; PXI; Performance; Windows; Virtuell miljö; Dockerbehållare; Windowsbehållare; virtuell maskin; PXI; Prestanda; Windows;

   Abstract : This thesis investigates the possibility of communication with a PCI eXtensions for Instrumentation (PXI) system from inside of a container or a virtual machine (VM). While the usage of virtual environments with PCI have been established, it was unknown whether it is possible to have an application running inside of a virtual environment and have it communicate with a PXI system outside this environment. READ MORE

5. 19. An Empirical Study on AI Workflow Automation for Positioning

   University essay from Linköpings universitet/Programvara och system

   Author : Hannes Jämtner; Stefan Brynielsson; [2022]
   Keywords : MLOps; ML; AI; Machine Learning; Artificial Intelligence; Radio Antenna Positioning; MLOps Maturity Levels; Radio Access Network; RAN; Kubeflow; KServe; DVC; Data Version Control; MinIO; Kubernetes; Kind; Docker;

   Abstract : The maturing capabilities of Artificial Intelligence (AI) and Machine Learning (ML) have resulted in increased attention in research and development on adopting AI and ML in 5G and future networks. With the increased maturity, the usage of AI/ML models in production is becoming more widespread, and maintaining these systems is more complex and likely to incur technical debt when compared to standard software. READ MORE

6. 20. Investigating post-creation port mapping of Docker containers

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Gideon Landeman; [2022]
   Keywords : ;

   Abstract : Container technology allows for applications to be run in loosely isolated virtual environments. Over the past couple of decades, containers have rapidly evolved, and their use has become increasingly prevalent. One of the foundational container principles dictates that a container shall not be reconfigured after its creation. READ MORE