Identification of methods, approaches, and factors in effort estimation for DevOps projects: a systematic literature mapping

被引:0
作者
Valenzuela Robles, Blanca Dina [1 ]
Alvarado Lara, Iliana Lizbeth [1 ]
Santaolaya Salgado, Rene [1 ]
Hidalgo-Reyes, Miguel [2 ]
机构
[1] Tecnol Nacl Mexico CENIDET, Comp Sci, Cuernavaca, Morelos, Mexico
[2] Tecnol Nacl Mexico ITS Xalapa, Comp Syst, Xalapa, Veracruz, Mexico
来源
2023 MEXICAN INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE, ENC | 2024年
关键词
Effort estimation; project management; DevOps; scope; cost; time; SOFTWARE EFFORT ESTIMATION; IMPROVE;
D O I
10.1109/ENC60556.2023.10508603
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Effort estimation (scope - cost - time) plays a significant role in software project management. Reducing the chances of software project failures has been a challenge faced by the scientific community for over 30 years. In this regard, research has focused on proposing methods to enhance the accuracy of effort estimations. Other authors have identified factors impacting effort estimations, while some studies define frameworks, analogies, comparison lists, ontologies, or comparisons among estimation methods, among other strategies, aimed at addressing the issues of overestimation or underestimation of software projects. The DevOps approach is a field that is being explored to develop alternative methods and strategies to tackle this problem. This work conducted a systematic literature review, allowing for the identification of methods, approaches, practices, factors, metrics, and methodologies to enhance software development project estimations within the DevOps context. This study enriches the perspective of an approach that extends the scope of estimations from the development phase to the operational phase, aiming to reduce the disparity between initial estimations and the actual (cost and time) estimations of a software project in DevOps environments.
引用
收藏
页数:6
相关论文
共 45 条
[1]   A Fuzzy AHP-based approach for prioritization of cost overhead factors in agile software development [J].
Abusaeed, Syed ;
Khan, Saif Ur Rehman ;
Mashkoor, Atif .
APPLIED SOFT COMPUTING, 2023, 133
[2]   Ontology-Oriented Software Effort Estimation System for E-commerce Applications Based on Extreme Programming and Scrum Methodologies [J].
Adnan, Muhammad ;
Afzal, Muhammad ;
Asif, Khadim Hussain .
COMPUTER JOURNAL, 2019, 62 (11) :1605-1624
[3]   Cost estimate in scrum project with the decision-based effort estimation technique [J].
Alshammari, Fahad H. .
SOFT COMPUTING, 2022, 26 (20) :10993-11005
[4]  
Angara J, 2018, International Journal of Electrical and Computer Engineering (IJECE), V8, P3076, DOI [10.11591/ijece.v8i5.pp3076-3083, 10.11591/ijece.v8i5.pp3076-3083]
[5]   DevOps Project Management Tools for Sprint Planning, Estimation and Execution Maturity [J].
Angara, Jayasri ;
Prasad, Srinivas ;
Sridevi, Gutta .
CYBERNETICS AND INFORMATION TECHNOLOGIES, 2020, 20 (02) :79-92
[6]  
Bilgaiyan Saurabh, 2019, International Journal of Information Technology, V11, P569, DOI [10.1007/s41870-018-0131-2, 10.1007/s41870-018-0131-2]
[7]   SOFTWARE ENGINEERING ECONOMICS [J].
BOEHM, BW .
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 1984, 10 (01) :4-21
[8]  
Budgen D., 2008, ANN WORKSH PSYCH PRO
[9]   A software-based cost estimation technique in scrum using a developer?s expertise [J].
Butt, Shariq Aziz ;
Khalid, Ayesha ;
Ercan, Tuncay ;
Ariza-Colpas, Paola Patricia ;
Melisa, Acosta-Coll ;
Pineres-Espitia, Gabriel ;
De-La-Hoz-Franco, Emiro ;
Melo, Marlon Alberto Pineres ;
Ortega, Roberto Morales .
ADVANCES IN ENGINEERING SOFTWARE, 2022, 171
[10]  
CEOLEVEL, 2020, CEOLEVEL