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Big data analytics beyond hadoop : real-time applications with storm, spark, and more hadoop alternatives /
"Master alternative Big Data technologies that can do what Hadoop can't: real-time analytics and iterative machine learning. When most technical professionals think of Big Data analytics today, they think of Hadoop. But there are many cutting-edge applications that Hadoop isn't well s...
| Tác giả chính: | |
|---|---|
| Định dạng: | Printed Book |
| Ngôn ngữ: | English |
| Được phát hành: |
New Delhi:
Pearson,
2015
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| Những chủ đề: |
Mục lục:
- 1. Introduction: Why look beyond Hadoop map-reduce?
- 2. What is the Berkeley data analytics stack (BDAS)?
- 3. Realizing machine learning algorithms with spark
- 4. Realizing machine learning algorithms in real time
- 5. Graph processing paradigms
- 6. Conclusions: big data analytics beyond Hadoop map-reduce
- Appendix A. Code sketches.