Automated Author Profile

Taibi, Davide

University of Oulu
0000-0002-3210-3990

Current S-Index

20.0

Sum of Dataset Indices for all datasets

Average Dataset Index per Dataset

1.1

Average Dataset Index per dataset

Total Datasets

18

Total datasets for this author

Average FAIR Score

55.9%

Average FAIR Score per dataset

Total Citations

1

Total citations to the author's datasets

Total Mentions

0

Total mentions of the author's datasets

S-Index Interpretation

S-Index Over Time

Cumulative Citations Over Time

Cumulative Mentions Over Time

Datasets

Generative AI for Software Architecture. Applications, Trends, Challenges, and Future Directions

Sheet NameDescriptionQuerySearch strings for all sourcesWhite_Literature_ProcessScreening log — white literature (peer‑reviewed)Grey_Literature_ProcessScreening log — grey literatureExtraction_FormData Extraction Form for the selected papersAccepted_Papers_WhiteGreyMaster inclusion table with full codingFinal_CodingSee detailed description belowOpen_EndedFree‑text purposes mapped to thematic codesPublication_VenueVenue aggregationLLMModel_TableModel‑usage summary (by family/model)Detailed Sheet DescriptionsQueryContains the exact search strings used in all databases and web sources. Each query is tailored to the syntax of the specific search engine (e.g., Scopus, IEEE Xplore, ACM DL, Web of Science, Google). Used to reproduce searches in the replication process.White_Literature_ProcessScreening log for peer‑reviewed literature. Includes staged inclusion columns:Title/Abstract (T/A) screeningFull‑text screeningSnowballing inclusionQuality Assessment (QA) Each stage records independent scores from three authors.Grey_Literature_ProcessScreening log for grey literature (e.g., blogs, technical reports). Mirrors the structure of the white literature sheet with the same staged decisions and per‑reviewer columns.Accepted_Papers_WhiteGreyConsolidated table of all included studies (white and grey literature). Contains complete metadata and coded variables such as:Work Category, Type of WorkArchitecture styles/patterns, Analysis Methods, Modelling LanguagesPurpose (Direction), Purpose (LLM), Human Model InteractionRationale, LLM Models, Model Enhancements, Prompt EngineeringUse Cases, Languages, and Future ChallengesOpen_EndedMaps free‑text responses to thematic codes for qualitative analysis of purposes and trends.Publication_VenueAggregates venues of included studies, including counts and venue type (e.g., conference, journal).LLMModel_TableSummarizes LLM families and models used in the included studies. Supports figures showing model adoption trends.CodingUsed for figure and table generation.Glossary of [White/Grey] Literature Process FieldsIncluded by T/A: Inclusion at title/abstract screening stage.Included by Fullread: Inclusion after full‑text review.Included by Snowballing: Added through citation chasing.Included by QA: Passed quality assessment stage.CitationIf you use this package, please cite the accompanying MLR paper.

Authors

  • Esposito, Matteo ;
  • Xiaozhou, Li ;
  • Moreschini, Sergio ;
  • Ahmad, Noman ;
  • Cerny, Tomas ;
  • Vaidhyanathan, Karthik ;
  • Lenarduzzi, Valentina ;
  • Taibi, Davide
0 Citations0 Mentions69% FAIR0.5 Dataset Index
10.5281/zenodo.16791899August 2025

Generative AI for Software Architecture. Applications, Trends, Challenges, and Future Directions

Sheet NameDescriptionQuerySearch strings for all sourcesWhite_Literature_ProcessScreening log — white literature (peer‑reviewed)Grey_Literature_ProcessScreening log — grey literatureExtraction_FormData Extraction Form for the selected papersAccepted_Papers_WhiteGreyMaster inclusion table with full codingFinal_CodingSee detailed description belowOpen_EndedFree‑text purposes mapped to thematic codesPublication_VenueVenue aggregationLLMModel_TableModel‑usage summary (by family/model)Detailed Sheet DescriptionsQueryContains the exact search strings used in all databases and web sources. Each query is tailored to the syntax of the specific search engine (e.g., Scopus, IEEE Xplore, ACM DL, Web of Science, Google). Used to reproduce searches in the replication process.White_Literature_ProcessScreening log for peer‑reviewed literature. Includes staged inclusion columns:Title/Abstract (T/A) screeningFull‑text screeningSnowballing inclusionQuality Assessment (QA) Each stage records independent scores from three authors.Grey_Literature_ProcessScreening log for grey literature (e.g., blogs, technical reports). Mirrors the structure of the white literature sheet with the same staged decisions and per‑reviewer columns.Accepted_Papers_WhiteGreyConsolidated table of all included studies (white and grey literature). Contains complete metadata and coded variables such as:Work Category, Type of WorkArchitecture styles/patterns, Analysis Methods, Modelling LanguagesPurpose (Direction), Purpose (LLM), Human Model InteractionRationale, LLM Models, Model Enhancements, Prompt EngineeringUse Cases, Languages, and Future ChallengesOpen_EndedMaps free‑text responses to thematic codes for qualitative analysis of purposes and trends.Publication_VenueAggregates venues of included studies, including counts and venue type (e.g., conference, journal).LLMModel_TableSummarizes LLM families and models used in the included studies. Supports figures showing model adoption trends.CodingUsed for figure and table generation.Glossary of [White/Grey] Literature Process FieldsIncluded by T/A: Inclusion at title/abstract screening stage.Included by Fullread: Inclusion after full‑text review.Included by Snowballing: Added through citation chasing.Included by QA: Passed quality assessment stage.CitationIf you use this package, please cite the accompanying MLR paper.

Authors

  • Esposito, Matteo ;
  • Xiaozhou, Li ;
  • Moreschini, Sergio ;
  • Ahmad, Noman ;
  • Cerny, Tomas ;
  • Vaidhyanathan, Karthik ;
  • Lenarduzzi, Valentina ;
  • Taibi, Davide
0 Citations0 Mentions69% FAIR0.5 Dataset Index
10.5281/zenodo.15032395August 2025

Replication Package for "Architectural Degradation: Definition, Motivations, Measurement and Remediation Approaches"

No description available

Authors

  • Ahmad, Noman ;
  • Su, Ruoyu ;
  • Esposito, Matteo ;
  • Janes, Andrea ;
  • Lenarduzzi, Valentina ;
  • Taibi, Davide
0 Citations0 Mentions73% FAIR1.8 Dataset Index
10.5281/zenodo.15848511July 2025

Replication Package for "Architectural Degradation: Definition, Motivations, Measurement and Remediation Approaches"

No description available

Authors

  • Ahmad, Noman ;
  • Su, Ruoyu ;
  • Esposito, Matteo ;
  • Janes, Andrea ;
  • Lenarduzzi, Valentina ;
  • Taibi, Davide
0 Citations0 Mentions73% FAIR1.8 Dataset Index
10.5281/zenodo.15848510July 2025

Replication package for the Paper: Emerging Trends Software in Architecture Through the Practitioner Lens: A Five-Year Review

Replication Package IntroductionThis is a replication package for my paper “Emerging Trends Software in Architecture Through the Practitioner Lens: A Five-Year Review”.Use/Check the replication packageRead the README.md to check the details.Preparation and installationFollow the instructions in INSTALL.md to install and configure all the tools.Using scriptCheck requirements.txt and download all the needed libs, then you can use the script directly.Results analysis for the RQsFor the raw data and search strategy, you can check in the Raw Data folder.For the LLM implementation process, you can check in the LLM Processing folder.For all scripts, you can check in the Scripts folder.For how to use the Gephi tool in our research, you can check in the Gephi folder.For how to use the JMP 18 tool in our research, you can check in the JMP 18 folder.For all figures in the paper, you can check in the Figures folder.

Authors

  • Su, Ruoyu ;
  • Ahmad, Noman ;
  • Esposito, Matteo ;
  • Janes, Andrea ;
  • Taibi, Davide ;
  • Lenarduzzi, Valentina
0 Citations0 Mentions73% FAIR1.8 Dataset Index
10.5281/zenodo.15737093June 2025

Replication package for the Paper: Emerging Trends Software in Architecture Through the Practitioner Lens: A Five-Year Review

Replication Package IntroductionThis is a replication package for my paper “Emerging Trends Software in Architecture Through the Practitioner Lens: A Five-Year Review”.Use/Check the replication packageRead the README.md to check the details.Preparation and installationFollow the instructions in INSTALL.md to install and configure all the tools.Using scriptCheck requirements.txt and download all the needed libs, then you can use the script directly.Results analysis for the RQsFor the raw data and search strategy, you can check in the Raw Data folder.For the LLM implementation process, you can check in the LLM Processing folder.For all scripts, you can check in the Scripts folder.For how to use the Gephi tool in our research, you can check in the Gephi folder.For how to use the JMP 18 tool in our research, you can check in the JMP 18 folder.For all figures in the paper, you can check in the Figures folder.

Authors

  • Su, Ruoyu ;
  • Ahmad, Noman ;
  • Esposito, Matteo ;
  • Janes, Andrea ;
  • Taibi, Davide ;
  • Lenarduzzi, Valentina
0 Citations0 Mentions13% FAIR0.3 Dataset Index
10.5281/zenodo.15728939June 2025

Replication package for the Paper: Emerging Trends Software in Architecture Through the Practitioner Lens: A Five-Year Review

Replication Package IntroductionThis is a replication package for my paper “Emerging Trends Software in Architecture Through the Practitioner Lens: A Five-Year Review”.Use/Check the replication packageRead the README.md to check the details.Preparation and installationFollow the instructions in INSTALL.md to install and configure all the tools.Using scriptCheck requirements.txt and download all the needed libs, then you can use the script directly.Results analysis for the RQsFor the raw data and search strategy, you can check in the Raw Data folder.For the LLM implementation process, you can check in the LLM Processing folder.For all scripts, you can check in the Scripts folder.For how to use the Gephi tool in our research, you can check in the Gephi folder.For how to use the JMP 18 tool in our research, you can check in the JMP 18 folder.For all figures in the paper, you can check in the Figures folder.

Authors

  • Su, Ruoyu ;
  • Ahmad, Noman ;
  • Esposito, Matteo ;
  • Janes, Andrea ;
  • Taibi, Davide ;
  • Lenarduzzi, Valentina
0 Citations0 Mentions13% FAIR0.3 Dataset Index
10.5281/zenodo.15728940June 2025

Edge Containerization: A Multivocal Review of Orchestration and Offloading Strategies

Supplementary material for the work: Edge Containerization: A Multivocal Review of Orchestration, Choreography, and Offloading Strategies

Authors

  • Karthikeyan, Dinesh Kumar ;
  • Moreschini, Sergio ;
  • Taibi, Davide ;
  • Mäkitalo, Niko ;
  • Hästbacka, David ;
  • Abbas, MUHAMMAD shahroz ;
  • Paavonen, Anna-Sofia
0 Citations0 Mentions13% FAIR0.3 Dataset Index
10.5281/zenodo.15688263June 2025

Edge Containerization: A Multivocal Review of Orchestration and Offloading Strategies

Supplementary material for the work: Edge Containerization: A Multivocal Review of Orchestration, Choreography, and Offloading Strategies

Authors

  • Karthikeyan, Dinesh Kumar ;
  • Moreschini, Sergio ;
  • Taibi, Davide ;
  • Mäkitalo, Niko ;
  • Hästbacka, David ;
  • Abbas, MUHAMMAD shahroz ;
  • Paavonen, Anna-Sofia
0 Citations0 Mentions73% FAIR1.8 Dataset Index
10.5281/zenodo.15688262June 2025

Choreography at the Edge: A Multivocal Literature Review

Supplementary Materials for the work: Choreography at the Edge: A Multivocal Literature Review

Authors

  • Islam, Aminul Didar ;
  • Moreschini, Sergio ;
  • Hästbacka, David ;
  • Jansen, Slinger ;
  • Taibi, Davide
0 Citations0 Mentions69% FAIR1.7 Dataset Index
10.5281/zenodo.15688572June 2025