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Differentiate between linear and non-linear pipeline.

FeatureLinear PipelineNon-linear Pipeline
Flow of ExecutionSequential flow, step-by-step progression.Parallel or branching flow, multiple paths.
DependencyEach step depends on the previous one.Steps may be independent or have dependencies.
FlexibilityLess flexible, fixed order of execution.More flexible, allows for dynamic sequencing.
ParallelismLimited parallelism, one step at a time.Enables parallel execution of multiple steps.
ComplexityGenerally simpler and easier to understand.Can be more complex due to diverse paths.
Use CasesWell-suited for straightforward processes.Suitable for complex, interconnected tasks.
ExamplesLinear data processing, assembly line.Software development, decision trees.

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