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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Hlavní autor: Magoulès, Frédéric (Autor) 
Další autoři: Pan, Jie (Autor)
Teng, Fei (Autor) 
Korporace: Taylor & Francis eBooks (online služba) (Distributor) 
Médium: E-kniha
Jazyk:angličtina
Vydáno: Boca Raton ; London ; New York : CRC Press, Taylor & Francis Group 2016
Edice:Chapman & Hall/CRC numerical analysis and scientific computing
Žánr/forma:kolektivní monografie
elektronické knihy
ISBN:9780429112577
978-1-4665-0783-8
9781466507821
9780367380847
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On-line přístup:Plný text
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Obálka
Obsah:
  • 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