Architecture-sensitive heuristics for prioritizing critical code anomalies

Everton Guimarães, Alessandro Garcia, Yuanfang Cai

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Abstract

The progressive insertion of code anomalies in evolving software systems might lead to architecture degradation symptoms. Code anomalies are particularly harmful when they contribute to the architecture degradation. Although several approaches have been proposed aiming to detect anomalies in the source code, most of them fail to assist developers when prioritizing code anomalies critical to the architectural design. Blueprints of the architecture design are artifacts often available in industry software projects. However, such blueprints are rarely explored to support the prioritization of code anomalies in terms of their architecture relevance. This paper proposes and evaluates 2 sets of blueprint-based heuristics for supporting the prioritization of critical code anomalies. The prioritization is based on their potential impact on revealing architectural drift problems. The heuristics allow developers prioritizing critical code anomalies by exploiting architectural information provided in the blueprint. The contributions of this paper include: (i) a set of architecture sensitive heuristics to support developers when prioritizing critical code anomalies; (ii) an evaluation of the proposed heuristics in terms of their prioritization accuracy in 3 systems; and (iii) an empirical analysis on how the blueprints' information might enhance the prioritization of critical code anomalies, as opposed to existing heuristics strictly based on source code analysis.

Original languageEnglish (US)
Title of host publication14th International Conference on Modularity, MODULARITY 2015 - Proceedings
PublisherAssociation for Computing Machinery
Pages68-80
Number of pages13
ISBN (Electronic)9781450332491
DOIs
Publication statusPublished - Mar 16 2015
Event14th International Conference on Modularity, MODULARITY 2015 - Proceedings - Fort Collins, United States
Duration: Mar 16 2015Mar 19 2015

Publication series

NameACM International Conference Proceeding Series
Volume16-19-March-2015

Conference

Conference14th International Conference on Modularity, MODULARITY 2015 - Proceedings
CountryUnited States
CityFort Collins
Period3/16/153/19/15

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All Science Journal Classification (ASJC) codes

  • Software
  • Human-Computer Interaction
  • Computer Vision and Pattern Recognition
  • Computer Networks and Communications

Cite this

Guimarães, E., Garcia, A., & Cai, Y. (2015). Architecture-sensitive heuristics for prioritizing critical code anomalies. In 14th International Conference on Modularity, MODULARITY 2015 - Proceedings (pp. 68-80). [2724567] (ACM International Conference Proceeding Series; Vol. 16-19-March-2015). Association for Computing Machinery. https://doi.org/10.1145/2724525.2724567