Expressvpn Glossary
Pipeline
What is a pipeline?
A pipeline is a sequence of automated steps used to process data, code, or other tasks. Each stage produces an output that becomes the input for the next stage. Examples include:
- DevOps pipeline: Automate stages such as building, testing, and deploying software.
- Data pipeline: Moves and transforms data between systems for analysis or storage.
- Software pipeline: Compiles source code, runs automated tests, and prepares applications for release.
How does a pipeline work?
A pipeline works by breaking down large processes into smaller, more manageable, and discrete stages. Data, code, or a task enters the pipeline at one end and moves sequentially through each stage. Every stage performs a specific function, such as cleaning data, compiling code, or running tests, and the output of each stage serves as input for the next stage.
Why is a pipeline important?
Pipelines are important because they provide many benefits, like automating complex workflows and ensuring every key step is completed consistently and in the correct order. By saving significant amounts of time and effort, pipelines ensure that teams can focus on more complex challenges instead of repetitive tasks. Additionally, the structured approach helps prevent mistakes.
Pipelines also help with planning. By providing a clear representation of what needs to happen at each stage, pipelines help businesses effectively manage timelines and allocate resources as needed.
Where is it used?
Pipelines are used across many industries. In data analytics, a data pipeline is used to collect, transform, and store data for analysis. Similarly, a software pipeline is used for structuring and automating the build and deployment process. The concept is even used in sales and marketing to visualize the progression of a lead through different stages of a sales funnel.
Further reading
- What is a VPN, and how does it work?
- What is cybersecurity? A simple guide for beginners
- Cybersecurity tips for small businesses
FAQ
What do you mean by pipeline?
A pipeline is an automated workflow that moves an item, like data or code, through a series of predefined stages to complete a larger task. Each stage performs a specific action, and the output is passed on to the next step.
What is a pipeline in business terms?
In business terms, a pipeline is a framework of tracking potential leads as they progress through the different stages of the purchasing process.
What is a data pipeline?
A data pipeline is a structured framework encompassing the step-by-step process of collecting data and then taking it through various steps like cleaning, transforming, and processing it before using it for analysis.
