Cloud Computing Adoption in Higher Education Institutions: A Systematic Review

Cloud computing (CC) is a recently developed computing paradigm that can be utilized to deliver everything-as-a-service to various businesses. In higher education institutions (HEIs), CC is rapidly being deployed and becoming an integral part of institution experience. CC adoption in HEIs is accompanied by numerous scientific contributions that address the topic from different perspectives. A systematic review of these heterogeneous contributions, which provide a coherent taxonomy, can be considered interesting for HEIs to identify opportunities to use CC in its own context. Therefore, this systematic literature review aims to analyze existing research on adopting and using CC in HEIs, review background research to develop a coherent taxonomy and provide a landscape for future research on CC in HEIs. The outcomes of this paper include a coherent taxonomy and an overview of the basic characteristics of this emerging field in terms of motivation and barriers of adopting CC in HEIs, existing individual and organizational theoretical models to understand the future requirements for extensively adopting and using CC in HEIs, and factors that influence the adoption of CC in HEIs at individual and organizational levels. Considerable information is available in relation to adopting and using CC in HEIs. This review will enhance this information by offering an in-depth analysis of the existing data to bridge any gap and expand on existing literature.

[1]  Weixian Li Research and practice of open test database system based on cloud architecture , 2013, 2013 3rd International Conference on Consumer Electronics, Communications and Networks.

[2]  Abdelali Ibriz,et al.  Architecture of remote virtual labs as a service in cloud computing , 2015, 2015 International Conference on Cloud Technologies and Applications (CloudTech).

[3]  Kridanto Surendro,et al.  Requirements Engineering for Cloud Computing in University Using i*(iStar) Hierarchy Method , 2015 .

[4]  Mohamed Al-Azab,et al.  A Cloud Computing Technology for Knowledge Centers , 2013, 2013 Fourth International Conference on e-Learning "Best Practices in Management, Design and Development of e-Courses: Standards of Excellence and Creativity".

[5]  Sung Yul Ryoo,et al.  An empirical investigation of end-users' switching toward cloud computing: A two factor theory perspective , 2013, Comput. Hum. Behav..

[6]  Mohamed M. Mosbah,et al.  Cloud Computing Framework for Solving Egyptian Higher Education , 2014, 2014 Fourth International Conference on Advances in Computing and Communications.

[7]  Abeer Alsadoon,et al.  Impacts of Mobile Cloud Learning (MCL) on Blended Flexible Learning (BFL) , 2016, 2016 International Conference on Information and Digital Technologies (IDT).

[8]  Mayank Yuvaraj Cloud Computing Software and Solutions for Libraries: A Comparative Study , 2015 .

[9]  Elfreda Blue,et al.  The Benefits & Drawbacks of Integrating Cloud Computing and Interactive Whiteboards in Teacher Preparation , 2011 .

[10]  Christophe Cérin,et al.  Cloud Computing for e-Sciences at Université Sorbonne Paris Cité , 2015, ESOCC Workshops.

[12]  Abel Usoro,et al.  Exploration of Cloud Computing Adoption for E-Learning in Higher Education , 2012, 2012 Second Symposium on Network Cloud Computing and Applications.

[13]  Dirk Schneckenberg,et al.  Easy, collaborative and engaging – the use of cloud computing in the design of management classrooms , 2014 .

[14]  Hongyan Ma Development of Management Training System Based on RFID and Cloud Computing , 2013, CWSN.

[15]  Wu He,et al.  Service strategies of small cloud service providers: A case study of a small cloud service provider and its clients in Taiwan , 2014, Int. J. Inf. Manag..

[16]  Abdulaziz Aborujilah,et al.  Organizational Factors in the Adoption of Cloud Computing in E-Learning , 2014, 2014 3rd International Conference on Advanced Computer Science Applications and Technologies.

[17]  Petra Poulova,et al.  An analysis of cloud computing utilization in a university's environment , 2016, 2016 IEEE Global Engineering Education Conference (EDUCON).

[18]  O. Olugbara,et al.  Mitigating Rural E-Learning Sustainability Challenges Using Cloud Computing Technology , 2014 .

[19]  Wen-Lung Shiau,et al.  Understanding behavioral intention to use a cloud computing classroom: A multiple model comparison approach , 2016, Inf. Manag..

[20]  John Panneerselvam,et al.  A Cloud-Based Sustainable Business Model for Effective ICT Provision in Higher Education , 2015, 2015 IEEE Symposium on Service-Oriented System Engineering.

[21]  Hajar Mousannif,et al.  Collaborative learning in the clouds , 2013, Inf. Syst. Frontiers.

[22]  Faith-Michael E. Uzoka,et al.  A cross-country model of contextual factors impacting cloud computing adoption at universities in sub-Saharan Africa , 2017, Information Systems Frontiers.

[23]  Kanokwan Atchariyachanvanich,et al.  What Makes university students use cloud-based e-learning?: Case study of KMITL students , 2014, International Conference on Information Society (i-Society 2014).

[24]  Ayman E. Khedr,et al.  An Adaptive Framework for Applying Cloud Computing in Virtual Learning Environment at Education a Case Study of “AASTMT” , 2015 .

[25]  Anjali Sardana,et al.  Implementing private cloud at IIT Roorkee: an initial experience , 2012, ICACCI '12.

[26]  Guan Xiao-Hui,et al.  The Reformation of Education Caused by Cloud Computing , 2013, 2013 International Conference on Information Technology and Applications.

[27]  Nelson Baloian,et al.  Using the cloud to develop applications supporting geo-collaborative Situated Learning , 2014, Future Gener. Comput. Syst..

[28]  Stefan Stieglitz,et al.  Cloud Storage Services in Higher Education - Results of a Preliminary Study in the Context of the Sync&Share-Project in Germany , 2014, HCI.

[29]  Gerhard Klimeck,et al.  Categorizing Users of Cloud Services , 2016 .

[30]  Jun Xiao,et al.  The design and implementation of a cloud-based intelligent learning (C-iLearning) system , 2012, 2012 International Symposium on Information Technologies in Medicine and Education.

[31]  Zainal A. Hasibuan,et al.  Cloud-Based E-Learning: A Proposed Model and Benefits by Using E-Learning Based on Cloud Computing for Educational Institution , 2013, ICT-EurAsia.

[32]  Anazida Zainal,et al.  Cloud Computing: A General User’s Perception and Security Awareness in Malaysian Polytechnic , 2015 .

[33]  Mayank Yuvaraj,et al.  Problems and prospects of implementing cloud computing in university libraries: A case study of Banaras Hindu University library system , 2015 .

[34]  Cemalettin Kubat,et al.  A conceptual framework for cloud-based integration of Virtual laboratories as a multi-agent system approach , 2016, Comput. Ind. Eng..

[35]  Ibrahim M. Al-Jabri,et al.  Cloud computing adoption by higher education institutions in Saudi Arabia: an exploratory study , 2015, Cluster Computing.

[36]  Aliza Sarlan,et al.  Review on critical factors of adopting cloud mobile learning , 2015, 2015 International Symposium on Technology Management and Emerging Technologies (ISTMET).

[37]  Muhammad Wannous,et al.  Facilitating access to course contents during war situation with M-Learning and Cloud Computing technologies , 2014, 2014 IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE).

[38]  N. Radhakrishnan,et al.  Utilization of cloud computing in E-learning systems , 2012, 2012 International Conference on Cloud Computing Technologies, Applications and Management (ICCCTAM).

[39]  Rupert Ward,et al.  Cloud Computing Within Higher Education: Applying Knowledge as a Service (KaaS) , 2014 .

[40]  Xiaodi Huang,et al.  ESaaS: A new software paradigm for supporting higher education in cloud environment , 2013, Proceedings of the 2013 IEEE 17th International Conference on Computer Supported Cooperative Work in Design (CSCWD).

[41]  Minjuan Wang,et al.  Intelligent Mobile Cloud Education: Smart Anytime-Anywhere Learning for the Next Generation Campus Environment , 2012, 2012 Eighth International Conference on Intelligent Environments.

[42]  Veera Bhatiasevi,et al.  Investigating the structural relationship for the determinants of cloud computing adoption in education , 2015, Education and Information Technologies.

[43]  Muhammad Asif Khan A Hybrid Cloud Computing Model for Higher Education Institutions in Saudi Arabia , 2015, CloudComp.

[44]  Chia-Cheng Hsu,et al.  The Learning Effect of Students' Cognitive Styles in Using Cloud Technology , 2013, ICWL Workshops.

[45]  Carlos Rodriguez Monroy,et al.  THE NEW CLOUD COMPUTING PARADIGM: THE WAY TO IT SEEN AS A UTILITY , 2012 .

[46]  Scott A. Wymer,et al.  Factors Influencing e-commerce Adoption and Use by Small and Medium Businesses , 2005, Electron. Mark..

[47]  Abdulaziz Aborujilah,et al.  Cloud computing in academic institutions , 2013, ICUIMC '13.

[48]  Ibrahim M. Al-Jabri,et al.  Cloud Computing Adoption by Higher Education Institutions in Saudi Arabia: Analysis Based on TOE , 2015, 2015 International Conference on Cloud Computing (ICCC).

[49]  Luis M. Vaquero EduCloud: PaaS versus IaaS Cloud Usage for an Advanced Computer Science Course , 2011, IEEE Transactions on Education.

[50]  Joseph Mwangoka,et al.  Road map towards eco-efficient cloud computing adoption in higher learning institutions in Tanzania , 2014, Proceedings of the 2nd Pan African International Conference on Science, Computing and Telecommunications (PACT 2014).

[51]  Peng Li,et al.  Cloud in cloud: approaches and implementations , 2010, SIGITE '10.

[52]  O. P. Vyas,et al.  An ontology-based adaptive personalized e-learning system, assisted by software agents on cloud storage , 2015, Knowl. Based Syst..

[53]  Ibrahim Arpaci,et al.  Effects of security and privacy concerns on educational use of cloud services , 2015, Comput. Hum. Behav..

[54]  David C. Wyld,et al.  Education in the Clouds: How Colleges and Universities are Leveraging Cloud Computing , 2010 .

[55]  Sasko Ristov,et al.  Cloud based laboratory for distance education , 2014, 2014 37th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO).

[56]  M. Mohanapriya,et al.  Research paper on E-Learning application design features: Using cloud computing & software engineering approach , 2016, 2016 International Conference on Information Communication and Embedded Systems (ICICES).

[57]  Elisha Ondieki Makori,et al.  Exploration of cloud computing practices in university libraries in Kenya , 2016 .

[58]  Azeddine Chikh,et al.  Toward a Cloud Based Knowledge Management System of E-learning Best Practices , 2014, WorldCIST.

[59]  Chen Chao,et al.  Research on the M-learning model based on the cloud computing , 2013, 2013 Chinese Automation Congress.

[60]  Cristiane Chaves Gattaz,et al.  A SaaS Framework for Transdisciplinary Collaboration , 2016, 2016 IEEE Tenth International Conference on Semantic Computing (ICSC).

[61]  Nabil Sultan,et al.  loud computing for education : A new dawn ? , 2009 .

[62]  Afdel Karim,et al.  The migration of the university IT infrastructure toward a secure IaaS Cloud , 2015, 2015 International Conference on Electrical and Information Technologies (ICEIT).

[63]  Mohssen M. Alabbadi Cloud computing for education and learning: Education and learning as a service (ELaaS) , 2011, 2011 14th International Conference on Interactive Collaborative Learning.

[64]  Tuncay Ercan,et al.  Effective use of cloud computing in educational institutions , 2010 .

[65]  R. Anbuselvi,et al.  An architecture for Cloud computing in Higher Education , 2015, 2015 International Conference on Soft-Computing and Networks Security (ICSNS).

[66]  Chia-Sui Wang,et al.  Interactive e-Learning with Cloud Computing Framework , 2012 .

[67]  K. Madhavi,et al.  Cloud computing architecture for collaborative e-learning system , 2015, 2015 International Conference on Applied and Theoretical Computing and Communication Technology (iCATccT).

[68]  Siti Fatimah Abdul Razak,et al.  Cloud computing in Malaysia Universities , 2009, 2009 Innovative Technologies in Intelligent Systems and Industrial Applications.

[69]  Judith Mavodza,et al.  The impact of cloud computing on the future of academic library practices and services , 2013 .

[70]  Xin Bai,et al.  Affordance of Ubiquitous Learning through Cloud Computing , 2010, 2010 Fifth International Conference on Frontier of Computer Science and Technology.

[71]  Miguel Caballer,et al.  On using the cloud to support online courses , 2014, 2014 IEEE Frontiers in Education Conference (FIE) Proceedings.

[72]  Mayank Yuvaraj Perception of cloud computing in developing countries , 2016 .

[73]  Yi Zhong,et al.  State-of-the-art research study for green cloud computing , 2011, The Journal of Supercomputing.

[74]  Luís Gomes,et al.  Cloud based development framework using IOPT Petri nets for embedded systems teaching , 2014, 2014 IEEE 23rd International Symposium on Industrial Electronics (ISIE).

[75]  Ema Kusen,et al.  Use of New Technology in Higher Education: A Migration to a Cloud-Based Learning Platform , 2013, LTEC.

[76]  Gary B. Wills,et al.  An Overview of Cloud Services Adoption Challenges in Higher Education Institutions , 2015, ESaaSA@CLOSER.

[77]  Anil Kumar Malleshappa,et al.  Social Networking in Higher Education in India , 2018, Mobile Big Data.

[78]  P. Mell,et al.  The NIST Definition of Cloud Computing , 2011 .

[79]  Paul Pocatilu,et al.  The Economics of Cloud Computing on Educational Services , 2013 .

[80]  L. Caviglione,et al.  Opportunities, integration and issues of applying new technologies over e-learning platforms , 2011, 2011 3rd International Conference on Next Generation Networks and Services (NGNS).

[81]  Ivan Ivanov Cloud Computing in Education - The Intersection of Challenges and Opportunities , 2011, CSEDU.

[82]  M. Shamim Hossain,et al.  Usability of a cloud-based collaborative learning framework to improve learners' experience , 2015, Comput. Hum. Behav..

[83]  Weiling Liu,et al.  Embracing the Shift to Cloud Computing: Knowledge and Skills for Systems Librarians , 2013, OCLC Syst. Serv..

[84]  Shen Haifeng,et al.  Cloud for e-Learning: Determinants of Its Adoption by University Students in a Developing Country , 2016 .

[85]  Salvador Ros,et al.  Harnessing clouds for e-learning: New directions followed by UNED , 2011, 2011 IEEE Global Engineering Education Conference (EDUCON).

[86]  Rajan Manro,et al.  Cloud Computing in Education: Make India Better with the Emerging Trends , 2011, Grid 2011.

[87]  Alka Korin-Lustig,et al.  Learning CAD by LMS and cloud computing implementation , 2011, 2011 Proceedings of the 34th International Convention MIPRO.

[88]  Zeng Huang-xing,et al.  The architecture framework design of dual cloud technology for C-learning , 2012, Proceedings of 2012 2nd International Conference on Computer Science and Network Technology.

[89]  Fernando Luiz Koch,et al.  Optimising resource costs of cloud computing for education , 2016, Future Gener. Comput. Syst..

[90]  Xiaodi Huang,et al.  ESaaS: A New Education Software Model in E-learning Systems , 2011 .

[91]  Gary B. Wills,et al.  An exploratory study for investigating the critical success factors for cloud migration in the Saudi Arabian higher education context , 2017, Telematics Informatics.

[92]  N Ramachandran,et al.  Selecting a suitable Cloud Computing technology deployment model for an academic institute , 2014 .

[93]  Yao-Ting Sung,et al.  The cost effective structure for designing hybrid cloud based enterprise E-learning platform , 2011, 2011 IEEE International Conference on Cloud Computing and Intelligence Systems.

[94]  Huafu Liu,et al.  A Cloud Laboratory Framework Model for Teaching , 2012 .

[95]  Hongxuan Zhou The Building of Computer Supported Collaborative Learning Platform Based on Cloud Computing , 2011 .

[96]  Henry E. Schaffer,et al.  Improving K-12 pedagogy via a Cloud designed for education , 2013, Int. J. Inf. Manag..

[97]  Saswati Mukherjee,et al.  EduCloud: An Institutional Cloud with Optimal Scheduling Policies , 2011 .

[98]  Zhang Liqin,et al.  Research of mobile learning system based on the cloud environment , 2014, 2014 IEEE Workshop on Electronics, Computer and Applications.

[99]  Elaheh Yadegaridehkordi,et al.  Task-technology fit and user adoption of cloud-based collaborative learning technologies , 2014, 2014 International Conference on Computer and Information Sciences (ICCOINS).

[100]  Ibrahim Arpaci,et al.  Understanding and predicting students' intention to use mobile cloud storage services , 2016, Comput. Hum. Behav..

[101]  Yi Gao Study on New Mode of Higher Education Information Based on Cloud Computing , 2013 .

[102]  D. Gichoya,et al.  Use of cloud computing platform for e-learning in institutions of higher learning in Kenya , 2014, 2014 IST-Africa Conference Proceedings.

[103]  Shouhong Zhang,et al.  Blended/hybrid course design in Active Learning Cloud at South Dakota State University , 2010, 2010 2nd International Conference on Education Technology and Computer.

[104]  N. A. A. Aziz,et al.  Providing augmented reality based education for students with attention deficit hyperactive disorder via cloud computing: Its advantages , 2012, 2012 14th International Conference on Advanced Communication Technology (ICACT).

[105]  Eduardo Gómez-Sánchez,et al.  Cloud computing and education: A state-of-the-art survey , 2015, Comput. Educ..

[106]  Rocael Hernández,et al.  Cloud Interoperability Service Architecture for Education Environments , 2015, J. Univers. Comput. Sci..

[107]  Amala V. Rajan,et al.  Cloud and mobile computing: Affordances of the 21st century teaching and learning , 2013, 2013 International Conference on Current Trends in Information Technology (CTIT).

[108]  Shashi Pal Singh,et al.  Smart and intelligent next generation classrooms over cloud , 2015, 2015 IEEE 3rd International Conference on MOOCs, Innovation and Technology in Education (MITE).

[109]  Ayman E. Khedr,et al.  Enhanced e-Learning System for e-Courses Based on Cloud Computing , 2017, J. Comput..

[110]  Carlos J. Costa,et al.  Adoption of cloud computing systems , 2014, ISDOC.

[111]  R. Athauda,et al.  A holistic review of cloud-based e-learning system , 2012, Proceedings of IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE) 2012.

[112]  Maria Jade Catalan Opulencia,et al.  The Effects of Cloud Computing (IaaS) on E- Libraries in United Arab Emirates , 2015 .

[113]  P. Y. Thomas,et al.  Cloud computing: A potential paradigm for practising the scholarship of teaching and learning , 2011, Electron. Libr..

[114]  S. K. Singh,et al.  Development of private cloud for educational institution using Aneka grid container , 2011, ICWET.

[115]  Panita Wannapiroon,et al.  System Analysis of Virtual Team in Cloud Computing to Enhance Teamwork Skills of Undergraduate Students , 2015 .

[116]  Mohd Nazri Md Saad,et al.  UPSI Learning Management System (MyGuru2) in the Cloud Computing Environment , 2012 .

[117]  Huang Bin The study of Mobile Education development based on 3G technique and Cloud Computing , 2011, 2011 International Conference on Uncertainty Reasoning and Knowledge Engineering.

[118]  Zainal A. Hasibuan,et al.  Open learning optimization based on cloud technology: Case study implementation in personalization e-learning , 2014, 16th International Conference on Advanced Communication Technology.

[119]  Ambrose A. Azeta Optimization of Resource Usage for Computer-Based Education through Mobile, Speech and Sky Computing Technology , 2013 .

[120]  Vaishali H. Pardeshi,et al.  Cloud Computing for Higher Education Institutes: Architecture, Strategy and Recommendations for Effective Adaptation , 2014 .

[121]  Rachida Ajhoun,et al.  Knowledge construction in the Connectivist Learning Environment — CLE , 2013, 2013 12th International Conference on Information Technology Based Higher Education and Training (ITHET).

[122]  Richard N. Katz The Tower and The Cloud , 2008 .

[123]  Randy H. Katz,et al.  A view of cloud computing , 2010, CACM.

[124]  Qi Ying The Construction Research of Oral English Autonomous Learning Mode in Colleges and Universities Based on Cloud Computing , 2012, 2012 Second International Conference on Business Computing and Global Informatization.

[125]  Lorna Uden,et al.  The Usage of Google Apps Services in Higher Education , 2014, LTEC@KMO.

[126]  Agustín C. Caminero,et al.  VirTUal remoTe labORatories Management System (TUTORES): Using Cloud Computing to Acquire University Practical Skills , 2016, IEEE Transactions on Learning Technologies.

[127]  Md. Rafiqul Islam,et al.  Security Concerns and Remedy in a Cloud Based E-learning System , 2013, SecureComm.

[128]  Sanjay Misra,et al.  Towards a Cloud-Based Data Storage Medium for E-learning Systems in Developing Countries , 2015, SOCO 2015.

[129]  Anand Pashupatimath,et al.  CLEM - A Cloud Based Learning Environment for Millennial: Learn - Anytime, Anywhere , 2011, 2011 International Conference on P2P, Parallel, Grid, Cloud and Internet Computing.

[130]  Ali Eydgahi,et al.  Student perceptions of cloud applications effectiveness in higher education , 2017, J. Comput. Sci..

[131]  L. I. Aleshin Cloud libraries , 2012, Scientific and Technical Information Processing.

[132]  Melody Moh,et al.  A successful graduate cloud computing class with hands-on labs , 2013, 2013 IEEE Frontiers in Education Conference (FIE).

[133]  Asgarali Bouyer,et al.  The Necessity of Using Cloud Computing in Educational System , 2014 .

[134]  Vishal Paranjape,et al.  An Innovation in Education Through Cloud Computing , 2013 .

[135]  Athanasios V. Vasilakos,et al.  Cloud computing in e-Science: research challenges and opportunities , 2014, The Journal of Supercomputing.

[136]  Baocong Jiao,et al.  Research on distance collaborative activities for teacher education based on online video and cloud computing environment , 2011, 2011 6th International Conference on Computer Science & Education (ICCSE).

[137]  Sanjay Misra,et al.  Empirical Studies of Cloud Computing in Education: A Systematic Literature Review , 2015, ICCSA.

[138]  Sang-Bum Suh,et al.  Cloud-based content cooperation system to assist collaborative learning environment , 2014, 2014 IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE).

[139]  Mohamed Saleh,et al.  Towards Cloud Computing Services for Higher Educational Institutions: Concepts & Literature Review , 2015, 2015 International Conference on Cloud Computing (ICCC).

[140]  Ghazal Riahi,et al.  E-learning Systems Based on Cloud Computing: A Review , 2015, SCSE.

[141]  Yong Chen,et al.  Mobile Cloud Learning for Higher Education: A Case Study of Moodle in the Cloud. , 2014 .

[142]  Mauro Coccoli,et al.  An experience of collaboration using a PaaS for the smarter university model , 2015, J. Vis. Lang. Comput..

[143]  Andrew Danner,et al.  Pervasive parallel and distributed computing in a liberal arts college curriculum , 2017, J. Parallel Distributed Comput..

[144]  Zongkai Yang,et al.  Trends of Cloud Computing in Education , 2014, ICHL.

[145]  Kuldeep Nagi xLearning — A new paradigm of on-line learning , 2011, 2011 International Symposium on Humanities, Science and Engineering Research.

[146]  Ali Eydgahi,et al.  Student Perceptions of Cloud Computing Effectiveness in Higher Education , 2015, 2015 IEEE 18th International Conference on Computational Science and Engineering.

[147]  Tomoichi Takahashi,et al.  A Cloud Education Environment to Support Self-Learning at Home - Analysis of Self-Learning Styles from Log Data , 2015, 2015 IIAI 4th International Congress on Advanced Applied Informatics.

[148]  Mona Nasr,et al.  An enhanced e-learning ecosystem based on an integration between cloud computing and Web2.0 , 2010, The 10th IEEE International Symposium on Signal Processing and Information Technology.

[149]  Vikas Kumar,et al.  Benefits of Cloud Computing in Education During Disaster , 2015 .

[150]  Prerna Lal,et al.  Organizational learning management systems: time to move learning to the cloud! , 2015 .

[151]  Zainal A. Hasibuan,et al.  Enhancing the implementation of cloud-based open learning with e-learning personalization , 2015, 2015 17th International Conference on Advanced Communication Technology (ICACT).

[152]  Xiaodi Huang,et al.  Cloud Computing for Higher Education: A roadmap , 2012, Proceedings of the 2012 IEEE 16th International Conference on Computer Supported Cooperative Work in Design (CSCWD).

[153]  R. D. Balaji,et al.  Implementation of MCL for effective ICT , 2013, 6th Joint IFIP Wireless and Mobile Networking Conference (WMNC).

[154]  Kejun Dong,et al.  VLAB-C: Collaborative Virtual Laboratory in Cloud Computing and Its Applications , 2016 .

[155]  Chitu Okoli,et al.  A Guide to Conducting a Standalone Systematic Literature Review , 2015, Commun. Assoc. Inf. Syst..

[156]  Gheorghe Militaru,et al.  Examining Cloud Computing Adoption Intention in Higher Education: Exploratory Study , 2016, IESS.

[157]  David W. Denton Enhancing Instruction through Constructivism, Cooperative Learning, and Cloud Computing , 2012 .

[158]  Francisco Herrera,et al.  An Overview of E-Learning in Cloud Computing , 2012 .

[159]  M. Afshar Alam,et al.  CLOUD COMPUTING IN HIGHER EDUCATION IN INDIA , 2017 .

[160]  М.П. Шишкіна The Hybrid Service Model of Electronic Resources Access in the Cloud-Based Learning Environment , 2015 .

[161]  Pooja Gupta,et al.  E-Learning Through Cloud Computing: Shaping the Future of Learning for Learner of Tomorrow , 2013 .

[162]  John M. Long Cloud-based teaching in an engineering-physics course , 2015, 2015 IEEE Frontiers in Education Conference (FIE).

[163]  Zhihui Chen,et al.  Information Technology Education Based on Cloud Computing , 2013, ICICA.

[164]  Sanjay Misra,et al.  Acceptance and Use of E-Learning Based on Cloud Computing: The Role of Consumer Innovativeness , 2014, ICCSA.

[165]  Chao-Chun Ko,et al.  Explore the Next Generation of Cloud-Based E-Learning Environment , 2011, Edutainment.

[166]  Wan Fatimah Wan Ahmad,et al.  Cloud computing role to address Mobile Learning barriers: An exploratory study of HEIs in Malaysia , 2016, 2016 3rd International Conference on Computer and Information Sciences (ICCOINS).

[167]  Eric N. Wiebe,et al.  Cloud computing adoption and usage in community colleges , 2011, Behav. Inf. Technol..

[168]  Hassan Bajwa,et al.  Active and interactive cloud-based learning environment , 2013, 2013 IEEE Integrated STEM Education Conference (ISEC).

[169]  Jean-Paul Van Belle,et al.  The use of software as a service by students in higher education institutions: a systematic literature review , 2016, ICEC.

[170]  Xin Tan,et al.  User acceptance of SaaS-based collaboration tools: a case of Google Docs , 2015, J. Enterp. Inf. Manag..

[171]  E. Rogers,et al.  Diffusion of innovations , 1964, Encyclopedia of Sport Management.

[172]  Minhong Wang,et al.  Collaborative cloud: a new model for e-learning , 2014 .

[173]  Wazir Zada Khan,et al.  Edge computing: A survey , 2019, Future Gener. Comput. Syst..

[174]  Ian K. Allison,et al.  Cloud computing adoption in sub-Saharan Africa: An analysis using institutions and capabilities , 2014, International Conference on Information Society (i-Society 2014).

[175]  Fekry Fouad Ahmed Comparative Analysis for Cloud Based e-learning , 2015 .

[176]  Panita Wannapiroon,et al.  Enhancing Students’ Critical Thinking Skills through Teaching and Learning by Inquiry-based Learning Activities Using Social Network and Cloud Computing , 2015 .

[177]  Mansaf Alam,et al.  An effective framework for managing university data using a cloud based environment , 2015, 2015 2nd International Conference on Computing for Sustainable Global Development (INDIACom).

[178]  Francisca Quintana-Dominguez,et al.  Curricular design for the course “Developing Applications for the Cloud” following the ACM/IEEE Computer Science Curricula 2013: A case study in the ULPGC , 2014, 2014 International Symposium on Computers in Education (SIIE).

[179]  Ibrahim Arpaci,et al.  Antecedents and consequences of cloud computing adoption in education to achieve knowledge management , 2017, Comput. Hum. Behav..

[180]  Victor Chang,et al.  Migration of Cloud Services and Deliveries to Higher Education , 2015, ESaaSA@CLOSER.

[181]  Jerzy Kotowski Internships as an Application of Cloud Computing Solutions for Education at Universities , 2013, EUROCAST.

[182]  Mak Sharma,et al.  Cloud Computing: Adoption Considerations for Business and Education , 2014, 2014 International Conference on Future Internet of Things and Cloud.

[183]  Huseyin Bicen,et al.  Effects of Training on Cloud Computing Services on M-learning Perceptions and Adequacies , 2014 .

[184]  Muhammad Wannous,et al.  Work-in-progress: Utilization of cloud technologies in an E-learning system during campus-wide failure situation , 2014, 2014 International Conference on Interactive Collaborative Learning (ICL).

[185]  Jörg Becker,et al.  Sync&Share North Rhine-Westphalia: a case on a university-based cloud computing service provider , 2015 .

[186]  Muriati Mukhtar,et al.  Literature Review of Cloud Based E-learning Adoption by Students: State of the Art and Direction for Future Work , 2016 .

[187]  Haruki Ueno,et al.  A Cloud-Based Multi-functional e-Meeting System by Flash-Based Multimedia Technology for Higher Education on the WebELS System , 2013, PCM.

[188]  Cloud Infrastructure for Higher Education: The Sullivan Experience , 2014, 2014 Annual Global Online Conference on Information and Computer Technology.

[189]  Fu Lee Wang,et al.  Social Network Application Development Based on Cloud Computing for Web-based Learning , 2015, ICWL Workshops.

[190]  Jan Muhammad,et al.  An evaluation of public cloud adoption for higher education: A case study from Pakistan , 2015, 2015 International Symposium on Mathematical Sciences and Computing Research (iSMSC).

[191]  Padma Veni,et al.  Resource Sharing Cloud for University Clusters , 2010, 2010 IEEE/ACM Int'l Conference on Green Computing and Communications & Int'l Conference on Cyber, Physical and Social Computing.

[192]  K. Yang,et al.  Analysis of the Determinants of Software‐as‐a‐Service Adoption in Small Businesses: Risks, Benefits, and Organizational and Environmental Factors , 2017 .

[193]  Mayank Yuvaraj,et al.  Determining factors for the adoption of cloud computing in developing countries: A case study of Indian academic libraries , 2016 .

[194]  Abeer Alsadoon,et al.  A model to improve Quality of Service (QoS) in cloud based Virtual lab framework , 2015, 2015 International Conference and Workshop on Computing and Communication (IEMCON).

[195]  Rajkumar Buyya,et al.  Energy-aware resource allocation heuristics for efficient management of data centers for Cloud computing , 2012, Future Gener. Comput. Syst..

[196]  Jéssyka Vilela,et al.  Integration between requirements engineering and safety analysis: A systematic literature review , 2017, J. Syst. Softw..

[197]  Aishwarya Srinivasan,et al.  Hybrid Cloud for Educational Sector , 2015 .

[198]  Norleyza Jailani,et al.  Framework and Architecture for Programming Education Environment as a Cloud Computing Service , 2013 .

[199]  Kridanto Surendro,et al.  E-readiness framework for cloud computing adoption in higher education , 2014, 2014 International Conference of Advanced Informatics: Concept, Theory and Application (ICAICTA).

[200]  Peng Li Portable lab modules on cloud computing , 2013, 2013 IEEE Frontiers in Education Conference (FIE).

[201]  Nor Badrul Anuar,et al.  The landscape of research on smartphone medical apps: Coherent taxonomy, motivations, open challenges and recommendations , 2015, Comput. Methods Programs Biomed..

[202]  Ştefan Aureliu Rădulescu A Perspective on E-learning and Cloud Computing☆ , 2014 .

[203]  Nicholas Omoregbe,et al.  NIGEDU CLOUD: Model of a National e-Education Cloud for Developing Countries. , 2013 .

[204]  Panita Wannapiroon,et al.  The architecture of Information Management System through cloud computing according to Thai Qualifications Framework for Higher Education , 2015, 2015 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE).

[205]  Alkhansa Shakeabubakor,et al.  Cloud Computing Services and Applications to Improve Productivity of University Researchers , 2015 .

[206]  Daniel Chandran,et al.  Hybrid E-learning platform based on cloud architecture model: A proposal , 2010, 2010 International Conference on Signal and Image Processing.

[207]  R. Sukanesh,et al.  Cloud Computing in the Field of Rural Education , 2014 .

[208]  Walter W. Schilling Faculty Usage of Cloud Computing: The Capabilities and Risks , 2011 .

[209]  M. Castro,et al.  Obtaining university practical competences in engineering by means of virtualization and cloud computing technologies , 2013, Proceedings of 2013 IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE).

[210]  Predrag Matkovic,et al.  EXPLORING THE POTENTIALS OF CLOUD COMPUTING IN HIGHER EDUCATION , 2014 .

[211]  Peter Sincak,et al.  Towards adaptive cloud-based platform for robotic assistants in education , 2014, 2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI).

[212]  Tzung-Shi Chen,et al.  The Implications of Learning Cloud for Education: From the Perspectives of Learners , 2012, 2012 IEEE Seventh International Conference on Wireless, Mobile and Ubiquitous Technology in Education.

[213]  Faith-Michael E. Uzoka,et al.  Conceptualizing a model for adoption of cloud computing in education , 2016, Int. J. Inf. Manag..

[214]  Rodrigo Franco Gonçalves,et al.  An Analysis of the Advantages, Challenges and Obstacles of Cloud Computing Adoption to an Academic Control System , 2014, APMS.

[215]  Sanjay Misra,et al.  Learning management systems and cloud file hosting services: A study on students' acceptance , 2014, Comput. Hum. Behav..

[216]  Hui Peng The Application of Cloud Computing Technology in Distance Education Network , 2013, 2013 International Conference on Computer Sciences and Applications.

[217]  Sujeet Kumar Sharma,et al.  Predicting motivators of cloud computing adoption: A developing country perspective , 2016, Comput. Hum. Behav..

[218]  Lawrence W. Lan,et al.  Factors hindering acceptance of using cloud services in university: A case study , 2013, Electron. Libr..

[219]  Wei Wang,et al.  The Application of Cloud Computing Technology in Operating System Teaching Assistant System , 2014 .

[220]  Stephen J. H. Yang,et al.  Taiwan Digital Learning Initiative and Big Data Analytics in Education Cloud , 2016, 2016 5th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI).

[221]  Markus Eurich,et al.  Revenue Streams and Value Propositions of Cloud-Based High Performance Computing in Higher Education , 2014, ICETE.

[222]  Josef Horalek,et al.  Utilization of Cloud Computing in Education with Focus on Open-Source Technologies , 2015 .

[223]  Jean-Paul Van Belle,et al.  Cloud computing in higher education: A snapshot of software as a service , 2014, 2014 IEEE 6th International Conference on Adaptive Science & Technology (ICAST).

[224]  Pearl Brereton,et al.  Performing systematic literature reviews in software engineering , 2006, ICSE.