Essays about: "architectural metrics"

Showing result 1 - 5 of 21 essays containing the words architectural metrics.

  1. 1. Studying the Relationship between Architectural Smells andMaintainability

    University essay from Mittuniversitetet/Institutionen för kommunikation, kvalitetsteknik och informationssystem (2023-)

    Author : Alexander Berglund; Simon Karlsson; [2023]
    Keywords : architectural smells; software architecture; software maintenance; software metrics; software quality;

    Abstract : In recent years, there has been a surge in research on theimpact of architectural smells on software maintainability.Maintainability in turn encompasses several other qualityattributes as sub-characteristics, such as modularity andtestability. READ MORE

  3. 2. Adopting Observability-Driven Development for Cloud-Native Applications : Designing End-to-end Observability Pipeline using Open-source Software

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

    Author : Chujie Ni; [2023]
    Keywords : Observability-driven Development; End-to-end observability; Open-source pipeline; OpenTelemetry; Kubernetes; Observerbarhetsdriven utveckling; observerbarhet från slut till slut; pipeline med öppen källkod; OpenTelemetry; Kubernetes;

    Abstract : As cloud-native applications become more distributed, complex, and unpredictable with the adoption of microservices and other new architectural components, traditional monitoring solutions are inadequate in providing end-to-end visibility and proactively identifying deviations from expected behaviour before they become disruptive to services. In response to these challenges, observability-driven development (ODD) is proposed as a new methodology that leverages tools and practices to observe the state and detect the behaviour of systems. READ MORE

  4. 3. Implementation and Evaluation of Software Architecture Visualization

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Naga Preethika Mule; [2023]
    Keywords : ;

    Abstract : Background: Software architectures are often large documents containing detailed information about different architectural components, how they interact, the environment in which they operate, and how the components are designed. With such a large amount of data, the sizes of the documents often get larger and it becomes challenging for humans to process in a reasonable time. READ MORE

  5. 4. Classifying Google reCAPTCHA v2 - A study using transfer learning models and evaluating their robustness against adversarial perturbations

    University essay from Lunds universitet/Statistiska institutionen; Lunds universitet/Nationalekonomiska institutionen

    Author : Arvid Björklund; Marius Uogele; [2023]
    Keywords : reCAPTCHA; transfer learning; adversarial perturbations; convolutional neural network; Business and Economics;

    Abstract : This thesis seeks to examine the suitability and robustness of transfer learning models in creating an efficient reCAPTCHA v2 classifier, and further evaluates their performance against various adversarial attacks. Three models - DenseNet201, EfficientNetV2, and InceptionV3 - were trained and assessed, highlighting the applicability of transfer learning techniques in the classification of reCAPTCHA v2 challenges. READ MORE

  6. 5. Functional Decomposition Techniques and Their Impact on Performance, Scalability and Maintainability

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Jonne van Dreven; [2021]
    Keywords : Software Architecture; Cloud Computing; Microservices; Functional Decomposition;

    Abstract : Context The last decade shows many solution proposals of functional decomposition techniques to aid in developing microservice architectures. While some solutions may work, it is uncertain what the effects are on quantitative, measurable metrics; thus, the proposals require validation. READ MORE