Intro in Apache HBase

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Valentina Crisan
Intro in Apache HBase

Acest curs este predat în limba română, iar materialele sunt în limba engleză şi/sau în limba română, după caz.

La cerere, cursul poate fi personalizat.

The scope of this course is to provide an understanding of Apache HBase architecture. At the end of this course the participants will be able to understand the components of Apache Hbase (HDFS, Region Servers, HBase Master, Zookeeper) and how to model data for Hbase.

Caracteristici curs

  • Capitole 23
  • Durata 3 zile
  • Nivel de cunostinte Orice nivel
  • Limba Romana
  • Studenti 12
  • Day 1: Hadoop architecture intro

    • Capitol 1.1 What is Hadoop, HDFS emergence and MapReduce evolution Locked 0m
    • Capitol 1.2 Use cases of Hadoop and Hadoop IRL Locked 0m
    • Capitol 1.3 Hadoop framework overview, detailed overview and applicability cases: HDFS & MapReduce essentials, YARN Locked 0m
    • Capitol 1.4 Apache HDFS Locked 0m
    • Capitol 1.5 NameNode, DataNode Locked 0m
    • Capitol 1.6 Write & read path Locked 0m
    • Capitol 1.7 NameNode Resiliency (quorum journal) Locked 0m
    • Capitol 1.8 Known issues of HDFS Locked 0m
  • Day 2: MapReduce

    • Capitol 2.1 Concepts: map, reduce, shuffle, sort Locked 0m
    • Capitol 2.2 Mappers, reducers, combiners, partitioners Locked 0m
    • Capitol 2.3 Limitations of MapReduce architecture Locked 0m
    • Capitol 2.4 Apache YARN: Locked 0m
    • Capitol 2.5 Architecture before Hadoop 2.0 (MapReduce v1 – JobTracker, TaskTracker) Locked 0m
    • Capitol 2.6 Hadoop 2.0 and MapReduce v2 – YARN introduction (Resource Manager, Node Manager, container, application master) Locked 0m
    • Capitol 2.7 How YARN works in big data architectures Locked 0m
    • Capitol 2.8 YARN capacity scheduler Locked 0m
  • Day 3: Apache Hbase

    • Capitol 3.1 Architecture review: Master (s), Region Server(s), HDFS, Zookeeper Locked 0m
    • Capitol 3.2 What is an LSM tree: Write ahead log and Hfiles Locked 0m
    • Capitol 3.3 How Hbase and HDFS work together Locked 0m
    • Capitol 3.4 Write & Read path Locked 0m
    • Capitol 3.5 Row key design aspects & data modeling Locked 0m
    • Capitol 3.6 Regions Split Locked 0m
    • Capitol 3.7 Tuning Hbase for performance: which are the configurations/parameters to look for Locked 0m
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Valentina Crisan
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CONSULTANT BIG DATA