Essays about: "architecture comparison"

Showing result 1 - 5 of 361 essays containing the words architecture comparison.

1. 1. Comparison between CRUD and CQRS in an event driven system

   University essay from KTH/Hälsoinformatik och logistik

   Author : Rasmus Jansson; [2024]
   Keywords : CQRS; CRUD; Event Driven Architecture; Event Sourcing; EventStoreDB; Kafka; CQRS; CRUD; Händelsedriven Arkitektur; Händelsekällor; EventStoreDB; Kafka;

   Abstract : In todays digitalised society, effective solutions to manage huge amount of data is needed. An established design pattern that are used in many systems are CRUD. To handle data in events have become more popular over the years, but CRUD is not optimised for it. A possible replacement is CQRS, it is designed with events in mind. READ MORE

3. 2. Object Recognition in Satellite imagesusing improved ConvolutionalRecurrent Neural Network

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : TARUN NATTALA; [2023]
   Keywords : CRNN; CNN; RNN; Machine Learning and Satellite Image Recognition.;

   Abstract : Background:The background of this research lies in detecting the images from satellites. The recognition of images from satellites has become increasingly importantdue to the vast amount of data that can be obtained from satellites. This thesisaims to develop a method for the recognition of images from satellites using machinelearning techniques. READ MORE

4. 3. Few-Shot Learning for Quality Inspection

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Jesper Palmér; Ahmad Alsalehy; [2023]
   Keywords : Few-Shot Learning; AI; Transformers; ViT Deviation; Vision Transformers;

   Abstract : The goal of this project is to find a suitable Few-Shot Learning (FSL) model that can be used in a fault detection system for use in an industrial setting. A dataset of Printed Circuit Board (PCB) images has been created to train different FSL models. READ MORE

5. 4. A lightweight deep learning architecture for text embedding : Comparison between the usage of Transformers and Mixers for textual embedding

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

   Author : Corentin Royer; [2023]
   Keywords : Deep Learning; Entity Retrieval; Mixer; Transformer;

   Abstract : Text embedding is a widely used method for comparing pieces of text together by mapping them to a compact vector space. One such application is deduplication which consists in finding textual records that refer to the same underlying idea in order to merge them or delete one of them. READ MORE

6. 5. Defining an Evaluation Model for Container Orchestration Operator Frameworks

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : André Arnesson; Samuel Alberius; [2023]
   Keywords : container orchestration; cloud native application; operator; software framework; evaluation model; Technology and Engineering;

   Abstract : The growing complexity of cloud native applications has necessitated the intro- duction of operators to the container orchestration tools’ suite of components. Operators affords developers the ability to encode domain knowledge and make fine-grained controllers for their Kubernetes clusters, radically extending the range of feasible applications to host. READ MORE