Integrating big data and cloud computing topics into the computing curricula: A modular approach

被引:10
|
作者
Deb, Debzani [1 ]
Fuad, Muztaba [1 ]
机构
[1] Winston Salem State Univ, Dept Comp Sci, Winston Salem, NC 27110 USA
基金
美国国家科学基金会;
关键词
Bigdata; Cloud computing; Module; CS curriculum; Competency-based learning;
D O I
10.1016/j.jpdc.2021.07.012
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Big data and cloud computing collectively offer a paradigm shift in the way businesses are now acquiring, using, and managing information technology. This creates the need for every CS student to be equipped with foundational knowledge in this collective paradigm and possess some hands-on experience in deploying and managing big data applications in the cloud. This study argues that, for substantial coverage of big data and cloud computing concepts and skills, the relevant topics need to be integrated into multiple core courses across the CS curriculum rather than creating additional courses and performing a major overhaul of the curriculum. Our approach to including these topics is to develop autonomous competency-based learning modules for specific core courses in which their coverage might find an appropriate context. In this paper, four such modules are discussed, and our classroom experiences during these interventions are documented. Student performance data and survey results show reasonable success in attaining student learning outcomes, enhanced engagement, and interests. (C) 2021 The Author(s). Published by Elsevier Inc.
引用
收藏
页码:303 / 315
页数:13
相关论文
共 50 条
  • [41] Regional computing approach for educational big data
    Alshemaimri, Bader
    Badshah, Afzal
    Daud, Ali
    Bukhari, Amal
    Alsini, Raed
    Alghushairy, Omar
    SCIENTIFIC REPORTS, 2025, 15 (01):
  • [42] Data Cleaning Mechanism for Big Data and Cloud Computing
    Rahul, Kumar
    Banyal, R. K.
    PROCEEDINGS OF THE 2019 6TH INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT (INDIACOM), 2019, : 195 - 198
  • [43] Hot Topics in Cloud Computing
    Zhang, Liang-Jie
    Zhang, Jia
    Fiaidhi, Jinan
    Chang, J. Morris
    IT PROFESSIONAL, 2010, 12 (05) : 17 - 19
  • [44] IoT Data Management Using Cloud Computing and Big Data Technologies
    Gupta, Sangeeta
    Godavarti, Raghuram
    INTERNATIONAL JOURNAL OF SOFTWARE INNOVATION, 2020, 8 (04) : 50 - 58
  • [45] Importance Of Big Data And Cloud Computing Techniques In Modern Scenario
    Verma, Rohit Kumar
    Singh, Sukhvir
    Mohan, Yogesh
    JOURNAL OF ALGEBRAIC STATISTICS, 2022, 13 (02) : 1037 - 1043
  • [46] Utilizing Cloud Computing to address big geospatial data challenges
    Yang, Chaowei
    Yu, Manzhu
    Hu, Fei
    Jiang, Yongyao
    Li, Yun
    COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2017, 61 : 120 - 128
  • [47] A Structured Analysis of Unstructured Big Data by Leveraging Cloud Computing
    Liu, Xiao
    Singh, Param Vir
    Srinivasan, Kannan
    MARKETING SCIENCE, 2016, 35 (03) : 363 - 388
  • [48] Privacy Protection Method in the Era of Cloud Computing and Big Data
    Liu, Ying
    INTERNATIONAL CONFERENCE ON ENGINEERING TECHNOLOGY AND APPLICATION (ICETA 2015), 2015, 22
  • [49] Public Auditing for Big Data Storage in Cloud Computing -- A Survey
    Liu, Chang
    Ranjan, Rajiv
    Zhang, Xuyun
    Yang, Chi
    Georgakopoulos, Dimitrios
    Chen, Jinjun
    2013 IEEE 16TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND ENGINEERING (CSE 2013), 2013, : 1128 - 1135
  • [50] Performance analysis model for big data applications in cloud computing
    Villalpando, Luis Eduardo Bautista
    April, Alain
    Abran, Alain
    JOURNAL OF CLOUD COMPUTING-ADVANCES SYSTEMS AND APPLICATIONS, 2014, 3