Essays about: "Dependency Graphs"

Showing result 1 - 5 of 17 essays containing the words Dependency Graphs.

  1. 1. Simplifying Software Testing in Microservice Architectures through Service Dependency Graphs

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

    Author : Marcus Alevärn; [2023]
    Keywords : Microservice architecture; Service Dependency Graph; Software testing; Mikrotjänstarkitektur; Tjänsteberoendegraf; Mjukvarutestning;

    Abstract : A popular architecture for developing large-scale systems is the microservice architecture, which is currently in use by companies such as Amazon, LinkedIn, and Uber. The are many benefits of the microservice architecture with respect to maintainability, resilience, and scalability. READ MORE

  3. 2. The State of Software Diversity in the Software Supply Chain of Ethereum Clients

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

    Author : Noak Jönsson; [2022]
    Keywords : Software Supply Chain; Dependency Graphs; Open Source Software; Software Diversity; Ethereum; Blockchain;

    Abstract : The software supply chain constitutes all the resources needed to produce a software product. A large part of this is the use of open-source software packages. READ MORE

  4. 3. Traffic Prediction From Temporal Graphs Using Representation Learning

    University essay from KTH/Matematisk statistik

    Author : Andreas Movin; [2021]
    Keywords : Dynamic time warping DTW ; embedding; graph convolutional networks GCN ; graph neural networks GNN ; persistent homology; spectral graph theory; temporal graphs; topological data analysis TDA ; Dynamisk time warping DTW ; inbäddning; convolutional grafnätverk GCN ; neurala grafnätverk GNN ; persistent homologi; spektral graf teori; dynamisk graf; topologisk dataanalys TDA ;

    Abstract : With the arrival of 5G networks, telecommunication systems are becoming more intelligent, integrated, and broadly used. This thesis focuses on predicting the upcoming traffic to efficiently promote resource allocation, guarantee stability and reliability of the network. READ MORE

  5. 4. House Price Prediction

    University essay from Högskolan Kristianstad/Fakulteten för naturvetenskap

    Author : Nawar Aghi; Ahmad Abdulal; [2020]
    Keywords : Multiple linear regression; Lasso Regression; Ridge Regression; Random Forest Regression; Artificial Neural Network; Machine Learning; House Price Prediction;

    Abstract : This study proposes a performance comparison between machine learning regression algorithms and Artificial Neural Network (ANN). The regression algorithms used in this study are Multiple linear, Least Absolute Selection Operator (Lasso), Ridge, Random Forest. READ MORE

  6. 5. Relation Classification using Semantically-Enhanced Syntactic Dependency Paths : Combining Semantic and Syntactic Dependencies for Relation Classification using Long Short-Term Memory Networks

    University essay from Linköpings universitet/Interaktiva och kognitiva system

    Author : Riley Capshaw; [2018]
    Keywords : Natural language processing; NLP; computational linguistics; syntactic dependency trees; semantic dependency graphs; relation classification; relation extraction; artificial intelligence; machine learning; deep learning; neural networks; long short-term memory; LSTM;

    Abstract : Many approaches to solving tasks in the field of Natural Language Processing (NLP) use syntactic dependency trees (SDTs) as a feature to represent the latent nonlinear structure within sentences. Recently, work in parsing sentences to graph-based structures which encode semantic relationships between words—called semantic dependency graphs (SDGs)—has gained interest. READ MORE