Resources

Datasets

Data and catalogs from my studies that are useful on their own, not only for reproducing a result. Each one is cited in the paper it came from.

• IaC Cost Patterns

  A living catalog of cost management patterns and antipatterns for infrastructure-as-code in cloud deployments, with the commits where each occurs. Open to community contributions.

  Catalog →Source →DOI →

  • From: Towards sustainable cloud deployments: A cost (anti)patterns catalog for terraform and CloudFormation · JSS 2026
  • From: A Catalog of Cost Patterns and Antipatterns for Infrastructure as Code · SEAA 2024

• Cost awareness in cloud deployments

  Mined Stack Overflow and GitHub corpora on how developers discuss and handle the cost of cloud deployments. Around 33 MB, licensed separately for data reuse.

  DOI →

  • From: Mining for cost awareness in the infrastructure as code artifacts of cloud-based applications: An exploratory study · JSS 2024

• Cost-related commits dataset

  Cost-related commits and repositories from open-source projects, published together with the coding scheme used to classify them, so the analysis can be extended or redone.

  Source →

  • From: A Catalog of Cost Patterns and Antipatterns for Infrastructure as Code · SEAA 2024

• Technical debt lifecycle dataset

  219 technical debt items traced from introduction through identification to repayment, across both issue trackers and source code, drawn from 3,000 sampled issues.

  DOI →Source →

  • From: The lifecycle of Technical Debt that manifests in both source code and issue trackers · IST 2023

• Technical debt tooling discussions

  Cleaned Stack Exchange discussions on the adoption of technical debt tools, with an inventory of 51 tools and the rationales practitioners gave for choosing them.

  DOI →

  • From: Automating Technical Debt Management: Insights from Practitioner Discussions in Stack Exchange · TechDebt 2025