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AWS Data Pipeline vs AWS Direct Connect: What are the differences?
Introduction: Here we will outline the key differences between AWS Data Pipeline and AWS Direct Connect.
Functionality: AWS Data Pipeline is a web service that helps you reliably process and move data between different AWS compute and storage services, whereas AWS Direct Connect is a dedicated network connection that allows you to establish a private connectivity between your on-premises data center and AWS.
Use Case: AWS Data Pipeline is ideal for ETL (Extract, Transform, Load) workflows and scheduling data-driven tasks, while AWS Direct Connect is more suitable for scenarios where consistent network performance and reduced latency are crucial, such as running latency-sensitive applications in the cloud.
Cost: AWS Data Pipeline pricing is based on the number of activities in your pipeline and the amount of data processed, while AWS Direct Connect pricing is based on the port speed and the amount of data transferred over the connection. Direct Connect usually involves higher upfront costs due to the physical connection establishment.
Scalability: AWS Data Pipeline is designed to easily scale with your processing needs by automatically adjusting resource allocation based on the volume of data, whereas AWS Direct Connect offers consistent network performance and bandwidth allocation, making it suitable for high-throughput applications that require stable and predictable network connectivity.
Data Transfer: AWS Data Pipeline focuses on managing and orchestrating data workflows, transforming data between different services, while AWS Direct Connect provides a dedicated connection for transferring large volumes of data securely and reliably between on-premises data centers and AWS cloud resources.
Accessibility: AWS Data Pipeline can be set up and managed through the AWS Management Console, CLI (Command Line Interface), or SDKs, while AWS Direct Connect requires physical connectivity through a Direct Connect location or through a Direct Connect Partner to establish a private network connection between your data center and AWS.
In Summary, AWS Data Pipeline and AWS Direct Connect differ in functionality, use cases, cost, scalability, data transfer capabilities, and accessibility options.
Pros of AWS Data Pipeline
- Easy to create DAG and execute it1