Sökning: "Software fault prediction"

Visar resultat 1 - 5 av 16 uppsatser innehållade orden Software fault prediction.

  1. 1. On The Evaluation of District Heating Load Predictions

    Master-uppsats, Lunds universitet/Institutionen för energivetenskaper

    Författare :Herman Hansson; [2023]
    Nyckelord :Technology and Engineering;

    Sammanfattning : District Heating is a technology with the potential to enable a fossil-free society. However, to realize this potential, some improvements need to be made in order to improve District Heating operation at large, decrease losses in the systems, and thus increase the competitiveness of District Heating as a technology. LÄS MER

  3. 2. Exploring Software Project Planning through Effort Uncertainty in Large Software Projects : An Industrial Case Study

    Uppsats för yrkesexamina på avancerad nivå, Blekinge Tekniska Högskola/Institutionen för industriell ekonomi

    Författare :Jesper Ellis; Elion Eriksson; [2023]
    Nyckelord :Software project planning; Effort estimation; Uncertainty; Solution verification; Mjukvarutprojektsplanering; Ansträngningsuppskattning; Osäkerhet; Lösningsverifiering;

    Sammanfattning : Background. Effort estimation is today a crucial part of software development planning. However, much of the earlier research has been focused on the general conditions of effort estimation. Little to no effort has been spent on solution verification (SV) of the projects. LÄS MER

  4. 3. Multivariate Time Series Prediction for DevOps : A first Step to Fault Prediction of the CI Infrastructure

    Master-uppsats, Linköpings universitet/Statistik och maskininlärning

    Författare :Yiran Wang; [2022]
    Nyckelord :VAR; LSTM; BiLSTM; time series; CI; DevOps;

    Sammanfattning : The continuous integration infrastructure (CI servers) is commonly used as a shared test environment due to the need for collaborative and distributive development for the software products under growing scale and complexity in recent years. To ensure the stability of the CI servers, with the help of the constantly recorded measurement data of the servers, fault prediction is of great interest to software development companies. LÄS MER

  5. 4. Identifying symptoms of fault in District Heating Substations : An investigation in how a predictive heat load software can help with fault detection

    Uppsats för yrkesexamina på avancerad nivå, Umeå universitet/Institutionen för tillämpad fysik och elektronik

    Författare :Tobias Bergentz; [2020]
    Nyckelord :District Heating; Substations; Fault detection; Anomaly detection;

    Sammanfattning : District heating delivers more than 70% of the energy used for heating and domestichot water in Swedish buildings. To stay competitive, district heating needs toreduce its losses and increase capabilities to utilise low grade heat. LÄS MER

  7. 5. Introducing automatic software fault localization in a continuous integration environment

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Johannes Wirkkala Westlund; [2020]
    Nyckelord :;

    Sammanfattning : In this thesis we investigate the usefulness of neural networks to infer the relationship between co-changes of software modules and test verdicts with the goal of localizing software faults. Data for this purpose was collected from a continuous integration (CI) environment at the telecommunications company Ericsson. LÄS MER