Szczegóły ebooka

Mastering Hadoop 3. Big data processing at scale to unlock unique business insights

Mastering Hadoop 3. Big data processing at scale to unlock unique business insights

Chanchal Singh, Manish Kumar

Ebook
Apache Hadoop is one of the most popular big data solutions for distributed storage and for processing large chunks of data. With Hadoop 3, Apache promises to provide a high-performance, more fault-tolerant, and highly efficient big data processing platform, with a focus on improved scalability and increased efficiency.
With this guide, you’ll understand advanced concepts of the Hadoop ecosystem tool. You’ll learn how Hadoop works internally, study advanced concepts of different ecosystem tools, discover solutions to real-world use cases, and understand how to secure your cluster. It will then walk you through HDFS, YARN, MapReduce, and Hadoop 3 concepts. You’ll be able to address common challenges like using Kafka efficiently, designing low latency, reliable message delivery Kafka systems, and handling high data volumes. As you advance, you’ll discover how to address major challenges when building an enterprise-grade messaging system, and how to use different stream processing systems along with Kafka to fulfil your enterprise goals.
By the end of this book, you’ll have a complete understanding of how components in the Hadoop ecosystem are effectively integrated to implement a fast and reliable data pipeline, and you’ll be equipped to tackle a range of real-world problems in data pipelines.
  • 1. Journey to Hadoop 3
  • 2. Deep Dive into Hadoop Distributed File System
  • 3. YARN Resource Management in Hadoop
  • 4. Internals of Map Reduce
  • 5. SQL on Hadoop
  • 6. Real Time Processing Engines
  • 7. Widely used Hadoop Ecosystem Component
  • 8. Designing Applications in Hadoop
  • 9. Real Time/Micro Batch Processing in Hadoop
  • 10. Machine Learning in Hadoop
  • 11. Hadoop in Cloud
  • 12. Hadoop Cluster Profiling
  • 13. Who can do What in Hadoop
  • 14. Network and Data Security
  • 15. Monitoring Hadoop
  • Tytuł: Mastering Hadoop 3. Big data processing at scale to unlock unique business insights
  • Autor: Chanchal Singh, Manish Kumar
  • Tytuł oryginału: Mastering Hadoop 3. Big data processing at scale to unlock unique business insights
  • ISBN: 9781788628327, 9781788628327
  • Data wydania: 2019-02-28
  • Format: Ebook
  • Identyfikator pozycji: e_14rd
  • Wydawca: Packt Publishing