Pipeline Monitoring

Designing Forecasting Pipelines for Production

Rami Krispin

Senior Manager, Data Science and Engineering

Workflow

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Setting up observability and monitoring

Designing Forecasting Pipelines for Production

Risk categories

Risk categories

Designing Forecasting Pipelines for Production

Mitigation plan

Mitigation plan.png

Designing Forecasting Pipelines for Production

The pipeline components

The pipeline components

Designing Forecasting Pipelines for Production

The pipeline components

The pipeline components

Designing Forecasting Pipelines for Production

The pipeline components

The pipeline components

Designing Forecasting Pipelines for Production

The pipeline components

The pipeline components

Designing Forecasting Pipelines for Production

The pipeline components

The pipeline components

Designing Forecasting Pipelines for Production

The pipeline components

The pipeline components

Designing Forecasting Pipelines for Production

The pipeline components

The pipeline components

Designing Forecasting Pipelines for Production

The pipeline components

The pipeline components

Designing Forecasting Pipelines for Production

API potential risks

API potential risks

Designing Forecasting Pipelines for Production

Data integrity issues

Designing Forecasting Pipelines for Production

Restatements issues

Designing Forecasting Pipelines for Production

Availability issues

Availability issues

Designing Forecasting Pipelines for Production

Availability issues

Availability issues

Designing Forecasting Pipelines for Production

Availability issues

Availability issues

Designing Forecasting Pipelines for Production

Availability issues

Availability issues

Designing Forecasting Pipelines for Production

Alerts

Alerts

Designing Forecasting Pipelines for Production

Let's practice!

Designing Forecasting Pipelines for Production

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