Cloud Computing for Scientific Research
Jie Xiong
(2018)
Cloud Computing for Scientific Research: pp.
55-80.
Chapter 3 Scientific Service on the Cloud
The following sections are included:
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3.1. Introduction
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3.2. Scientific Programming Paradigms
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3.2.1. MapReduce
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3.2.2. Dryad
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3.2.3. K-Means Clustering
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3.2.4. Singular Value Decomposition
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3.3. Delivering Scientific Computing Services on the Cloud
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3.3.1. Service Requirements
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3.3.2. Service Discovery
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3.3.3. Service Negotiation
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3.3.4. Service Composition
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3.4. Conclusion
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References