4.4 Article

Mining architectural violations from version history

Journal

EMPIRICAL SOFTWARE ENGINEERING
Volume 21, Issue 3, Pages 854-895

Publisher

SPRINGER
DOI: 10.1007/s10664-014-9348-2

Keywords

Software architecture conformance; Software architecture erosion; Mining software repositories; Reflexion models

Funding

  1. CAPES
  2. FAPEMIG
  3. CNPq

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Software architecture conformance is a key software quality control activity that aims to reveal the progressive gap normally observed between concrete and planned software architectures. However, formally specifying an architecture can be difficult, as it must be done by an expert of the system having a high level understanding of it. In this paper, we present a lightweighted approach for architecture conformance based on a combination of static and historical source code analysis. The proposed approach relies on four heuristics for detecting absences (something expected was not found) and divergences (something prohibited was found) in source code based architectures. We also present an architecture conformance process based on the proposed approach. We followed this process to evaluate the architecture of two industrial-strength information systems, achieving an overall precision of 62.7 % and 53.8 %. We also evaluated our approach in an open-source information retrieval library, achieving an overall precision of 59.2 %. We envision that an heuristicbased approach for architecture conformance can be used to rapidly raise architectural warnings, without deeply involving experts in the process.

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