Cloud-computing : data-intensive computing and scheduling
This practical book delves into new cloud computing technologies and indicates the main challenges for their development in the future, especially for resource management problems. By systematizing cloud resource management problems, it helps knowledgeable readers who are not subject matter experts...
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Format: | eBook |
Language: | English |
Published: |
Boca Raton ; London ; New York :
CRC Press, Taylor & Francis Group
2016
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Series: | Chapman & Hall/CRC numerical analysis and scientific computing
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Genre/form: | kolektivní monografie elektronické knihy |
ISBN: | 9780429112577 978-1-4665-0783-8 9781466507821 9780367380847 |
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Online Access: | Plný text |
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Table of Contents:
- 1. Overview of cloud computing
- 2. Resource scheduling for cloud computing
- 3. Game theoretical allocation in a cloud datacenter
- 4. Multi-dimensional data analysis in a cloud datacenter
- 5. Data intensive applications with MapReduce
- 6. Large-scale multi-dimensional data aggregation
- 7. Multi-dimensional data analysis optimization
- 8. Real-time scheduling with MapReduce
- 9. Future for cloud computing