Essays about: "uppsatts"

Showing result 1 - 5 of 30 essays containing the word uppsatts.

  1. 1. Dataset characteristics effect on time series forecasting : comparison of statistical and deep learning models

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Adam Ahlman; Adam Taylor; [2023]
    Keywords : Time Series; Forecasting;

    Abstract : Time series are points of data measured throughout time in equally spaced periods. They present characteristics such as level, noise, trend, seasonality, and outliers. Time series forecasting is the attempt to predict single or multiple future values. READ MORE

  3. 2. 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

  4. 3. Improving Availability of Stateful Serverless Functions in Apache Flink

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

    Author : Christopher Gustafson; [2022]
    Keywords : Function-as-a-Service; Stateful Serverless Functions; Apache Flink StateFun; Availability; RonDB; RocksDB; Function-as-a-Service; Tillståndsbaserade ServerlösaFunktioner; ApacheFlink StateFun; Tillgänglighet; RonDB; RocksDB;

    Abstract : Serverless computing and Function-as-a-Service are rising in popularity due to their ease of use, provided scalability and cost-efficient billing model. One such platform is Apache Flink Stateful Functions. READ MORE

  5. 4. Improving Training of Differentiable Neural Computers on Time Series

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

    Author : Isak Persson; [2022]
    Keywords : Memory augmented neural networks; Differentiable neural computers; Recurrent neural networks; Time series; Transfer learning; Minnesförstärkta neurala nätverk; Differentierbara neurala datorer; Återkommande neurala nätverk; Tidsserier; Överföra lärande;

    Abstract : Memory Augmented Neural Networks (MANN) is a hot research area within deep learning. One of the most promising MANN is the Differentiable Neural Network (DNC) which is able to learn, in a fully differentiable way, how to represent and store data into an external memory. READ MORE

  6. 5. Dynamic Modelling of the Patient Circuit for High Frequency Ventilation

    University essay from KTH/Maskinkonstruktion (Inst.)

    Author : Samuel Eriksson; [2022]
    Keywords : Mechanical ventilation; high frequency ventilation; patient circuit dynamics; parameter estimation; system identification; Mekanisk ventilation; högfrekvent ventilation; patientkretsens dynamik; parameterestimering; systemidentifiering;

    Abstract : Artificial breathing is vital when it comes to treatment of critically ill patients where the natural breathing mechanism is insufficient. With the help of mechanical ventilators, the natural breathing mechanism of the patient can be assisted or even exchanged with the artificial breathing from the machine. READ MORE