Mishra Simplify Big Data Analytics with Amazon EMR

A beginner's guide to learning and implementing Amazon EMR for building data analytics solutions
1. Auflage 2022
ISBN: 978-1-80107-772-9
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection

E-Book, Englisch, 430 Seiten

No detailed description available for "Simplify Big Data Analytics with Amazon EMR".

Autoren/Hrsg.

Mishra, Sakti

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Automatische Datenerfassung, Datenanalyse
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsvisualisierung

Inhaltsverzeichnis

Table of Contents - An Overview of Amazon EMR
- Exploring the Architecture and Deployment Options
- Common Use Cases and Architecture Patterns

- Big Data Applications and Notebooks Available in Amazon EMR
- Setting Up and Configuring EMR Clusters
- Monitoring, Scaling, and High Availability

- Understanding Security in Amazon EMR
- Understanding Data Governance in Amazon EMR
- Implementing Batch ETL Pipeline with Amazon EMR and Apache Spark
- Implementing Real-Time Streaming with Amazon EMR and Spark Streaming
- Implementing UPSERT on S3 Data Lake with Apache Spark and Apache Hudi
- Orchestrating Amazon EMR Jobs with AWS Step Functions and Apache Airflow/MWAA

- Migrating On-Premises Hadoop Workloads to Amazon EMR

- Best Practices and Cost Optimization Techniques

Über Autor(innen)

Mishra Sakti:

Sakti Mishra is an engineer, architect, author, and technology leader with over 16 years of experience in the IT industry. He is currently working as a senior data lab architect at Amazon Web Services (AWS). He is passionate about technologies and has expertise in big data, analytics, machine learning, artificial intelligence, graph networks, web/mobile applications, and cloud technologies such as AWS and Google Cloud Platform. Sakti has a bachelor's degree in engineering and a master's degree in business administration. He holds several certifications in Hadoop, Spark, AWS, and Google Cloud. He is also an author of multiple technology blogs, workshops, white papers and is a public speaker who represents AWS in various domains and events.