コース概要
Introduction to Apache Spark
- The role of Spark in big data processing
- Spark architecture and its components
Setting Up Apache Spark
- Hardware and software requirements
- Installation procedures for standalone and cluster modes
- Configuration best practices for system administrators
Administering Spark Clusters
- Cluster management tools and techniques
- Monitoring Spark applications and cluster resources
- Security configurations and user management
Performance Tuning and Optimization
- Resource allocation and scheduling
- Tuning Spark for optimal performance
- Identifying and resolving common bottlenecks
Troubleshooting and Problem-Solving
- Common Spark administration challenges
- Diagnostic tools and techniques for troubleshooting
- Step-by-step approach to resolving common issues
- Best practices for maintaining a healthy Spark environment
Advanced Administration Topics
- Integration with other big data tools
- Ensuring high availability and disaster recovery
- Upgrading and scaling Spark clusters
Summary and Next Steps
要求
- Basic knowledge of network configuration and management
- Familiarity with Linux operating system and command-line interface
- Interest in learning about distributed computing systems and big data management
Audience
- System administrators
お客様の声 (5)
多くの実用的な例、同じ問題へのさまざまなアプローチ方法、そして現在のソリューションを改善するためのあまり知られていないトリックなど
Rafał - Nordea
コース - Apache Spark MLlib
Machine Translated
I liked that it was practical. Loved to apply the theoretical knowledge with practical examples.
Aurelia-Adriana - Allianz Services Romania
コース - Python and Spark for Big Data (PySpark)
Sufficient hands on, trainer is knowledgable
Chris Tan
コース - A Practical Introduction to Stream Processing
The VM I liked very much The Teacher was very knowledgeable regarding the topic as well as other topics, he was very nice and friendly I liked the facility in Dubai.
Safar Alqahtani - Elm Information Security
コース - Big Data Analytics in Health
This is one of the best hands-on with exercises programming courses I have ever taken.