Distributed computing and data processing frameworks

Февраль 28, 2021

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Distributed computing and data processing frameworks

Содержание

3. The big data challenge
4. The major hardware restrictions • Processor time • Memory • Hard drive space • Network bandwidth
5. Memory (RAM)
6. Hard drive space
9. Hadoop
10. MapReduce
12. Resilient Distributed Datasets (RDDs)
14. Storm framework
15. Discussion
17. Скачать презентацию

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The big data challenge

The big data challenge

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The major hardware restrictions
• Processor time
• Memory
• Hard drive space

The major hardware restrictions • Processor time • Memory • Hard drive space • Network bandwidth

• Network bandwidth

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Memory (RAM)

Memory (RAM)

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Hard drive space

Hard drive space

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Hadoop

Hadoop

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MapReduce

MapReduce

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Resilient Distributed Datasets (RDDs)

Resilient Distributed Datasets (RDDs)

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Storm framework

Storm framework

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Discussion

Discussion