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Heterogeneity, High Performance Computing, Self-Organization and the Cloud
Theo Lynn, John P. Morrison, David Kenny
2018
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This open access book addresses the most recent developments in cloud computing such as HPC in the Cloud, heterogeneous cloud, self-organising and self-management, and discusses the business implications of cloud computing adoption. Establishing the need for a new architecture for cloud computing, it discusses a novel cloud management and delivery architecture based on the principles of self-organisation and self-management. This focus shifts the deployment and optimisation effort from the consumer to the software stack running on the cloud infrastructure. It also outlines validation challenges and introduces a novel generalised extensible simulation framework to illustrate the effectiveness, performance and scalability of self-organising and self-managing delivery models on hyperscale cloud infrastructures. It concludes with a number of potential use cases for self-organising, self-managing clouds and the impact on those businesses.
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Keywords
- application
- big data
- blueprints
- HPCaaS
- PaaS
- Resource Management
- Saas
- Self-management
- Self-Organisation
- supply chain
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