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Journey to Hadoop 3
Deep Dive into Hadoop Distributed File System
YARN Resource Management in Hadoop
Internals of Map Reduce
SQL on Hadoop
Real Time Processing Engines
Widely used Hadoop Ecosystem Component
Designing Applications in Hadoop
Real Time/Micro Batch Processing in Hadoop
Machine Learning in Hadoop
Hadoop in Cloud
Hadoop Cluster Profiling
Who can do What in Hadoop
Network and Data Security
Monitoring Hadoop
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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.
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