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It's Your Data, Master It.
Scaling Workflows with Apache Airflow
Overview
Skills Needed
This course focuses on leveraging Apache Airflow for scaling workflow automation systems. Participants will learn to design, deploy, and manage scalable workflow architectures using Airflow features.
Proficiency in Apache Airflow basics
Understanding of workflow scalability concepts
Outline
Introduction to Workflow Scalability
Designing Scalable Workflow Architectures
Load Balancing Strategies for Airflow Clusters
Horizontal and Vertical Scaling Techniques
Handling Large-scale Workflows
Dynamic Task Allocation and Resource Management
Performance Optimization for Scalability
High Availability and Fault Tolerance
Scaling Airflow for Cloud Environments
Real-world Scalability Scenarios and Best Practices
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