5 research outputs found
Understanding the Determinants of Cloud Computing Adoption for High Performance Computing
Within the complex context of high performance computing (HPC), the factors influencing technology adoption decisions remain largely unexplored. This study extends Diffusion of Innovation (DOI) and Human-Organization-Technology fit (HOT-fit) theories into an integrated model, to explore the impact of ten factors on cloud computing adoption decisions in the HPC context. The results suggest that adopters and non-adopters have different perceptions of the indirect benefits, adequacy of resources, top management support, and compatibility of adopting cloud computing for HPC. In addition, perceptions of the indirect benefits and HPC competences can be used to predict the cloud computing adoption decision for HPC. This is one of the first studies in the information systems (IS) literature exploring the factors impacting the cloud computing adoption decision in the important context of HPC. It integrates two influential technology adoption theories and enhances understanding of the key factors influencing organizations’ cloud computing adoption decisions in this context
Understanding the Determinants and Future Challenges of Cloud Computing Adoption for High Performance Computing
High performance computing (HPC) is widely recognized as a key enabling technology
for advancing scientific progress, industrial competitiveness, national and regional security, and the
quality of human life. Notwithstanding this contribution, the large upfront investment and technical
expertise required has limited the adoption of HPC to large organizations, government bodies,
and third level institutions. Recent advances in cloud computing and telecommunications have
the potential to overcome the historical issues associated with HPC through increased flexibility
and efficiency, and reduced capital and operational expenditure. This study seeks to advance the
literature on technology adoption and assimilation in the under-examined HPC context through
a mixed methods approach. Firstly, the determinants of cloud computing adoption for HPC are
examined through a survey of 121 HPC decision makers worldwide. Secondly, a modified Delphi
method was conducted with 13 experts to identify and prioritize critical issues in the adoption of
cloud computing for HPC. Results from the quantitative phase suggest that only organizational and
human factors significantly influence cloud computing adoption decisions for HPC. While security
was not identified as a significant influencer in adoption decisions, qualitative research findings
suggest that data privacy and security issues are an immediate and long-term concern
A preliminary systematic review of computer science literature on cloud computing research using open source simulation platforms.
Research and experimentation on live hyperscale clouds is limited by their scale, complexity, value and and issues of commercial sensitivity. As a result, there has been an increase in the development, adaptation and
extension of cloud simulation platforms for cloud computing to enable enterprises, application developers and researchers to undertake both testing and experimentation. While there have been numerous surveys of
cloud simulation platforms and their features, few surveys examine how these cloud simulation platforms are being used for research purposes. This paper provides a preliminary systematic review of literature on
this topic covering 256 papers from 2009 to 2016. The paper aims to provide insights into the current status of cloud computing research using open source cloud simulation platforms. Our two-level analysis scheme
includes a descriptive and synthetic analysis against a highly cited taxonomy of cloud computing. The analysis uncovers some imbalances in research and the need for a more granular and refined taxonomy
against which to classify cloud computing research using simulators. The paper can be used to guide literature reviews in the area and identifies potential research opportunities for cloud computing and simulation researchers, complementing extant surveys on cloud simulation platforms
Impious adventurers? : mercenaries, honour and patriotism in the Wars of Independence in Gran Colombia
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