Variety of Approaches in Self-adaptation Requirements: A Case Study

被引:2
|
作者
Aradea [1 ]
Supriana, Iping [2 ]
Surendro, Kridanto [2 ]
Darmawan, Irfan [3 ]
机构
[1] Siliwangi Univ, Dept Informat Engn, Fac Engn, Tasikmalaya, Indonesia
[2] Bandung Inst Technol, Sch Elect Engn & Informat, Bandung, Indonesia
[3] Telkom Univ, Sch Ind & Syst Engn, Dept Informat Syst, Bandung, Indonesia
关键词
Self-adaptive systems; Adaptation requirements; Goal oriented requirements engineering;
D O I
10.1007/978-3-319-51281-5_26
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Self-adaptation requirements are requirements engineering studies to develop self-adaptive systems. This approach provides a way how activity at design-time requirements to meet stakeholder needs and system-to-be. Currently, there is a variety of approaches were proposed to the researchers through the development of goal-oriented requirements engineering. The ideas expressed through the expansion of this model into a way that is quite promising, however the various approaches proposed, does not mean no shortage. This paper describes in detail the variety of approaches available today through the implementation of a case study, and analysis of the results, we found 5 main features that can be used as consideration in formulating self-adaptation requirements, namely goal concept, environment model, behavior analysis, run-time dependencies, and adaptation strategy. Besides that, we saw of future research chance through deep study at goal-based modeling and loop feedback with utilizing data mining technique.
引用
收藏
页码:253 / 262
页数:10
相关论文
共 50 条
  • [1] Self-adaptation in Microservice Architectures: A Case Study
    Boyapati, Sree Ram
    Szabo, Claudia
    [J]. 2022 26TH INTERNATIONAL CONFERENCE ON ENGINEERING OF COMPLEX COMPUTER SYSTEMS (ICECCS 2022), 2022, : 42 - 51
  • [2] Integration of Self-adaptation Approach on Requirements Modeling
    Aradea
    Supriana, Iping
    Surendro, Kridanto
    Darmawan, Irfan
    [J]. RECENT ADVANCES ON SOFT COMPUTING AND DATA MINING, 2017, 549 : 233 - 243
  • [3] Decentralized Approaches for Self-Adaptation in Agent Organizations
    Kota, Ramachandra
    Gibbins, Nicholas
    Jennings, Nicholas R.
    [J]. ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS, 2012, 7 (01)
  • [4] Requirements on the use of goal-directed imitation for self-adaptation
    Hiel, Marcel
    Weigand, Hans
    [J]. SEVENTEENTH INTERNATIONAL CONFERENCE ON DATABASE AND EXPERT SYSTEMS APPLICATIONS, PROCEEDINGS, 2006, : 98 - +
  • [5] A case for the self-adaptation of activation functions in FFANNs
    Chandra, P
    Singh, Y
    [J]. NEUROCOMPUTING, 2004, 56 : 447 - 454
  • [6] The special case of data protection and self-adaptation
    Mann, Zoltan Adam
    Metzger, Andreas
    [J]. 2018 IEEE/ACM 13TH INTERNATIONAL SYMPOSIUM ON SOFTWARE ENGINEERING FOR ADAPTIVE AND SELF-MANAGING SYSTEMS (SEAMS), 2018, : 190 - 191
  • [7] Is self-adaptation of selection pressure and population size possible? A case study
    Eiben, A. E.
    Schut, M. C.
    de Wilde, A. R.
    [J]. PARALLEL PROBLEM SOLVING FROM NATURE - PPSN IX, PROCEEDINGS, 2006, 4193 : 900 - 909
  • [8] Rationalism with a Dose of Empiricism: Case-Based Reasoning for Requirements-Driven Self-Adaptation
    Qian, Wenyi
    Peng, Xin
    Chen, Bihuan
    Mylopoulos, John
    Wang, Huanhuan
    Zhao, Wenyun
    [J]. 2014 IEEE 22ND INTERNATIONAL REQUIREMENTS ENGINEERING CONFERENCE (RE), 2014, : 113 - 122
  • [9] Lifelong Self-Adaptation: Self-Adaptation Meets Lifelong Machine Learning
    Gheibi, Omid
    Weyns, Danny
    [J]. 2022 17TH INTERNATIONAL SYMPOSIUM ON SOFTWARE ENGINEERING FOR ADAPTIVE AND SELF-MANAGING SYSTEMS (SEAMS), 2022, : 1 - 12
  • [10] Self-adaptation Approaches for Energy Efficiency: A Systematic Literature Review
    Moghaddam, Fahimeh Alizadeh
    Lago, Patricia
    Ban, Iulia Cristina
    [J]. 2018 IEEE/ACM 6TH INTERNATIONAL WORKSHOP ON GREEN AND SUSTAINABLE SOFTWARE (GREENS), 2018, : 35 - 42