IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v13y2020i16p4117-d396684.html
   My bibliography  Save this article

Cloud Computing and Energy Efficiency: Mapping the Thematic Structure of Research

Author

Listed:
  • Andrzej Lis

    (Department of Business Excellence, Faculty of Economic Sciences and Management, Nicolaus Copernicus University, 87-100 Toruń, Poland)

  • Agata Sudolska

    (Department of Enterprise Management, Faculty of Economic Sciences and Management, Nicolaus Copernicus University, 87-100 Toruń, Poland)

  • Ilona Pietryka

    (Department of Economics, Faculty of Economic Sciences and Management, Nicolaus Copernicus University, 87-100 Toruń, Poland)

  • Adam Kozakiewicz

    (Research and Academic Computer Network—National Research Institute, 01-045 Warsaw, Poland)

Abstract

The dynamic growth in the use of cloud computing systems results in increasing energy consumption. Consequently, more and more attention is given to energy efficiency issues both in research and theory development as well as the business practice of cloud computing systems. In spite of the rapid development of research, the field has not been mapped from the bibliometric perspective yet. This study aims at publication profiling and mapping the thematic structure of the cloud computing energy efficiency research field. Detailed research objectives include: (1) profiling scientific publications in the field, (2) identifying and exploring thematic research areas, (3) identifying emerging topics and discussing their potential as future research lines. The aforementioned objectives are translated into the following study questions: (1) What are the most productive nations, institutions, source titles, and scholars contributing to research on energy efficiency in cloud computing? (2) What does the thematic structure of the research field look like? (3) What are the “hot” research topics attracting scholars’ attention? The research methodology toolbox includes a combination of bibliometric descriptive studies (research profiling), science mapping (keyword co-occurrence analysis), and literature reviews (systematic literature review). Bibliometric data for analysis were elicited from the Scopus database. The VOSviewer software supported bibliometric analysis and data visualization.

Suggested Citation

  • Andrzej Lis & Agata Sudolska & Ilona Pietryka & Adam Kozakiewicz, 2020. "Cloud Computing and Energy Efficiency: Mapping the Thematic Structure of Research," Energies, MDPI, vol. 13(16), pages 1-21, August.
    • Handle: RePEc:gam:jeners:v:13:y:2020:i:16:p:4117-:d:396684
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/13/16/4117/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1996-1073/13/16/4117/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Snyder, Hannah, 2019. "Literature review as a research methodology: An overview and guidelines," Journal of Business Research, Elsevier, vol. 104(C), pages 333-339.
    2. Agata Sudolska & Andrzej Lis & Monika Chodorek, 2019. "Research Profiling for Responsible and Sustainable Innovations," Sustainability, MDPI, vol. 11(23), pages 1-31, November.
    3. Alan L. Porter & Alisa Kongthon & Jye-Chyi (JC) Lu, 2002. "Research profiling: Improving the literature review," Scientometrics, Springer;Akadémiai Kiadó, vol. 53(3), pages 351-370, March.
    4. Agata Sudolska & Andrzej Lis & Róża Błaś, 2019. "Cloud Computing Research Profiling: Mapping Scholarly Community and Identifying Thematic Boundaries of the Field," Social Sciences, MDPI, vol. 8(4), pages 1-20, April.
    5. H. Martinez & A. Jaime & J. Camacho, 2012. "Relative absorptive capacity: a research profiling," Scientometrics, Springer;Akadémiai Kiadó, vol. 92(3), pages 657-674, September.
    6. Laura-Diana Radu, 2016. "Determinants of Green ICT Adoption in Organizations: A Theoretical Perspective," Sustainability, MDPI, vol. 8(8), pages 1-16, July.
    7. Mohammed Joda Usman & Abdul Samad Ismail & Gaddafi Abdul-Salaam & Hassan Chizari & Omprakash Kaiwartya & Abdulsalam Yau Gital & Muhammed Abdullahi & Ahmed Aliyu & Salihu Idi Dishing, 2019. "Energy-efficient Nature-Inspired techniques in Cloud computing datacenters," Telecommunication Systems: Modelling, Analysis, Design and Management, Springer, vol. 71(2), pages 275-302, June.
    8. Daoyan Guo & Hong Chen & Ruyin Long & Hui Lu & Qianyi Long, 2017. "A Co-Word Analysis of Organizational Constraints for Maintaining Sustainability," Sustainability, MDPI, vol. 9(10), pages 1-19, October.
    9. Nees Jan Eck & Ludo Waltman, 2010. "Software survey: VOSviewer, a computer program for bibliometric mapping," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(2), pages 523-538, August.
    10. Aghaei Chadegani, Arezoo & Salehi, Hadi & Md Yunus, Melor & Farhadi, Hadi & Fooladi, Masood & Farhadi, Maryam & Ale Ebrahim, Nader, 2013. "A Comparison between Two Main Academic Literature Collections: Web of Science and Scopus Databases," MPRA Paper 46898, University Library of Munich, Germany, revised 18 Mar 2013.
    11. Junwen Zhu & Weishu Liu, 2020. "A tale of two databases: the use of Web of Science and Scopus in academic papers," Scientometrics, Springer;Akadémiai Kiadó, vol. 123(1), pages 321-335, April.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Iulia Lupu & Radu Lupu & Adina Criste, 2023. "The Nexus between Green Bonds and European Banks: A Cross-Quantilogram Approach," Energies, MDPI, vol. 16(24), pages 1-19, December.
    2. Katarzyna Sanak-Kosmowska & Jan W. Wiktor, 2021. "The Morphology and Differentiation of the Content of International Debate on Renewable Energy. A Bibliometric Analysis of Web of Science, Scopus, and Twitter," Energies, MDPI, vol. 14(21), pages 1-23, October.
    3. Buerian Soongpol & Paniti Netinant & Meennapa Rukhiran, 2024. "Practical Sustainable Software Development in Architectural Flexibility for Energy Efficiency Using the Extended Agile Framework," Sustainability, MDPI, vol. 16(13), pages 1-37, July.
    4. Phichet Munpa & Atima Dubsok & Athit Phetrak & Wandee Sirichokchatchawan & Nutta Taneepanichskul & Jenyuk Lohwacharin & Suthirat Kittipongvises & Chongrak Polprasert, 2024. "Building a Resilient City through Sustainable Flood Risk Management: The Flood-Prone Area of Phra Nakhon Sri Ayutthaya, Thailand," Sustainability, MDPI, vol. 16(15), pages 1-21, July.
    5. Tadeu F. Oliveira & Samuel Xavier-de-Souza & Luiz F. Silveira, 2021. "Improving Energy Efficiency on SDN Control-Plane Using Multi-Core Controllers," Energies, MDPI, vol. 14(11), pages 1-20, May.
    6. Adam Kozakiewicz & Andrzej Lis, 2021. "Energy Efficiency in Cloud Computing: Exploring the Intellectual Structure of the Research Field and Its Research Fronts with Direct Citation Analysis," Energies, MDPI, vol. 14(21), pages 1-17, October.
    7. Tudor Cioara & Marcel Antal & Claudia Daniela Antal (Pop) & Ionut Anghel & Massimo Bertoncini & Diego Arnone & Marilena Lazzaro & Marzia Mammina & Terpsichori-Helen Velivassaki & Artemis Voulkidis & Y, 2020. "Data Centers Optimized Integration with Multi-Energy Grids: Test Cases and Results in Operational Environment," Sustainability, MDPI, vol. 12(23), pages 1-23, November.
    8. Ying Yang & Jinruo Qin & Jing Lei & Yanping Liu, 2023. "Research Status and Challenges on the Sustainable Development of Artificial Intelligence Courses from a Global Perspective," Sustainability, MDPI, vol. 15(12), pages 1-20, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Andrzej Lis & Agata Sudolska & Mateusz Tomanek, 2020. "Mapping Research on Sustainable Supply-Chain Management," Sustainability, MDPI, vol. 12(10), pages 1-26, May.
    2. Ammar AL-Ashmori & Shuib Bin Basri & P. D. D. Dominic & Luiz Fernando Capretz & Amgad Muneer & Abdullateef Oluwagbemiga Balogun & Abdul Rehman Gilal & Rao Faizan Ali, 2022. "Classifications of Sustainable Factors in Blockchain Adoption: A Literature Review and Bibliometric Analysis," Sustainability, MDPI, vol. 14(9), pages 1-30, April.
    3. Alejandro Vega-Muñoz & Guido Salazar-Sepúlveda & Nicolás Contreras-Barraza & Lorena Araya-Silva, 2021. "Port Governance and Cruise Tourism," Sustainability, MDPI, vol. 13(9), pages 1-16, April.
    4. Lages, Cristiana R. & Perez-Vega, Rodrigo & Kadić-Maglajlić, Selma & Borghei-Razavi, Niloofar, 2023. "A systematic review and bibliometric analysis of the dark side of customer behavior: An integrative customer incivility framework," Journal of Business Research, Elsevier, vol. 161(C).
    5. Juan F. Prados-Castillo & Miguel Ángel Solano-Sánchez & Pilar Guaita Fernández & José Manuel Guaita Martínez, 2023. "Potential of the Crypto Economy in Financial Management and Fundraising for Tourism," Sustainability, MDPI, vol. 15(6), pages 1-15, March.
    6. Massimiliano M. Pellegrini & Riccardo Rialti & Giacomo Marzi & Andrea Caputo, 2020. "Sport entrepreneurship: A synthesis of existing literature and future perspectives," International Entrepreneurship and Management Journal, Springer, vol. 16(3), pages 795-826, September.
    7. Ignacio Rodríguez-Rodríguez & José-Víctor Rodríguez & Niloofar Shirvanizadeh & Andrés Ortiz & Domingo-Javier Pardo-Quiles, 2021. "Applications of Artificial Intelligence, Machine Learning, Big Data and the Internet of Things to the COVID-19 Pandemic: A Scientometric Review Using Text Mining," IJERPH, MDPI, vol. 18(16), pages 1-29, August.
    8. Abidin Kemeç & Ayşenur Tarakcıoglu Altınay, 2023. "Sustainable Energy Research Trend: A Bibliometric Analysis Using VOSviewer, RStudio Bibliometrix, and CiteSpace Software Tools," Sustainability, MDPI, vol. 15(4), pages 1-21, February.
    9. Dušan Nikolić & Dragan Ivanović & Lidija Ivanović, 2024. "An open-source tool for merging data from multiple citation databases," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(7), pages 4573-4595, July.
    10. Parul Khurana & Kiran Sharma, 2022. "Impact of h-index on author’s rankings: an improvement to the h-index for lower-ranked authors," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(8), pages 4483-4498, August.
    11. Margarida Rodrigues & Cidália Oliveira & MárioFranco & Ana Daniel, 2024. "A Bibliometric Study About the Rural Creative Class: Proposal of a Conceptual Framework and Future Agenda," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 15278-15303, September.
    12. Katia A. Figueroa-Rodríguez & Francisco Hernández-Rosas & Benjamín Figueroa-Sandoval & Joel Velasco-Velasco & Noé Aguilar Rivera, 2019. "What Has Been the Focus of Sugarcane Research? A Bibliometric Overview," IJERPH, MDPI, vol. 16(18), pages 1-15, September.
    13. Alba Santa Soriano & Carolina Lorenzo Álvarez & Rosa María Torres Valdés, 2018. "Bibliometric analysis to identify an emerging research area: Public Relations Intelligence—a challenge to strengthen technological observatories in the network society," Scientometrics, Springer;Akadémiai Kiadó, vol. 115(3), pages 1591-1614, June.
    14. Anita Mendiratta & Shveta Singh & Surendra Singh Yadav & Arvind Mahajan, 2023. "Bibliometric and Topic Modeling Analysis of Corporate Social Irresponsibility," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 24(3), pages 319-339, September.
    15. Maria Elena Latino & Marta Menegoli & Martina De Giovanni, 2021. "Evaluating the Sustainability Dimensions in the Food Supply Chain: Literature Review and Research Routes," Sustainability, MDPI, vol. 13(21), pages 1-25, October.
    16. Toshiyuki Hasumi & Mei-Shiu Chiu, 2022. "Online mathematics education as bio-eco-techno process: bibliometric analysis using co-authorship and bibliographic coupling," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(8), pages 4631-4654, August.
    17. Md Abu Helal & Nathaniel Anderson & Yu Wei & Matthew Thompson, 2023. "A Review of Biomass-to-Bioenergy Supply Chain Research Using Bibliometric Analysis and Visualization," Energies, MDPI, vol. 16(3), pages 1-32, January.
    18. Santos-Rojo, Cristina & Llopis-Amorós, Malar & García-García, Juan Manuel, 2023. "Overtourism and sustainability: A bibliometric study (2018–2021)," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    19. Marcelo Werneck Barbosa, 2022. "A Critical Appraisal of Review Studies in Circular Economy: a Tertiary Study," Circular Economy and Sustainability, Springer, vol. 2(2), pages 473-505, June.
    20. Jamali, Seyedh Mahboobeh & Nader, Ale Ebrahim & Jamali, Fatemeh, 2021. "The Role of STEM Education in Improving the Quality of Education: A Bibliometric Study," MPRA Paper 114214, University Library of Munich, Germany, revised 02 May 2022.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jeners:v:13:y:2020:i:16:p:4117-:d:396684. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.