Volume 14 Number 3 (Mar. 2019)
Home > Archive > 2019 > Volume 14 Number 3 (Mar. 2019) >
JSW 2019 Vol.14(3): 129-137 ISSN: 1796-217X
doi: 10.17706/jsw.14.3.129-137

Software Productivity in DevOps

Qin Liu, Yidan Qin, Hongming Zhu*, Hongfei Fan

Tongji University, 4800 Cao’an Highway, Shanghai, China.

Abstract—The investigation of multi-source, heterogeneous, multi-cycle data in DevOps has been attracting lots of attention in recent years. Although productivity is crucial for assuring instant release of DevOps, it has not been well studied based on merging effort features and unobserved cost features for open source software. An innovative software productivity estimation model in DevOps is proposed in this paper by recasting the definition of effort and cost. The proposed productivity model takes account of committed “outcomes” as cost instead of traditional man-month, and extended effort to consist of various commits (code, issue, scripts). Four open source projects are studied, with 95481 commits and 95828 issues in total. The experiment results illustrate the productivity changes with life cycle. The non-traditional code work ratio in productivity can represent iteration frequency of a software production and increases drastically before important releases. Thus we can monitor the life cycle and predicting large change of a production with productivity.

Index Terms—DevOps; open source code analysis; Software productivity; software project management.


Cite: Qin Liu, Yidan Qin, Hongming Zhu*, Hongfei Fan, "Software Productivity in DevOps," Journal of Software vol. 14, no. 3, pp. 129-137, 2019.

General Information

ISSN: 1796-217X (Online)
Frequency:  Quarterly
Editor-in-Chief: Prof. Antanas Verikas
Executive Editor: Ms. Yoyo Y. Zhou
Abstracting/ Indexing: DBLP, EBSCO, CNKIGoogle Scholar, ProQuest, INSPEC(IET), ULRICH's Periodicals Directory, WorldCat, etc
E-mail: jsweditorialoffice@gmail.com
  • Mar 01, 2024 News!

    Vol 19, No 1 has been published with online version    [Click]

  • Jan 04, 2024 News!

    JSW will adopt Article-by-Article Work Flow

  • Apr 01, 2024 News!

    Vol 14, No 4- Vol 14, No 12 has been indexed by IET-(Inspec)     [Click]

  • Apr 01, 2024 News!

    Papers published in JSW Vol 18, No 1- Vol 18, No 6 have been indexed by DBLP   [Click]

  • Nov 02, 2023 News!

    Vol 18, No 4 has been published with online version   [Click]