~/talk

Accelerate Release Velocity and Quality with Modern DevOps Test Data Management Practices

Talkat SQLBits 2023 · 2023-03-14..03-18· [data-engineering]
links:none on file
slides:none on file

Shows how Delphix ingests large production sources (15–20 TB), compresses and snapshotting them as immutable images, and delivers masked, consistent copies into pipelines within minutes so CI/CD fits timeboxed builds. Describes API-first automation with Jenkins/GitLab, Terraform, ServiceNow and Jira integrations, replication with delta-only syncs, and masking that profiles sensitive fields. Demonstrates branching/ bookmarking of data for fast triage, ephemeral environments that spin up/down to cut cloud cost, and a real example of huge instances (128 CPUs, ~2 TB RAM) used for three-hour tests.

AI-written summary · about

  1. 0:00Start
  2. 1:21Slow to Fast Application Releases
  3. 2:46Data Stands in the Way of DevOps Velocity
  4. 3:55The Value of Ephemeral Data for DevOps
  5. 6:17Teams Wait for Data, Limited Environments
  6. 6:55Test Data and Environments Are Increasingly Targets of Attack
  7. 7:32Benefits of DevOps Maturity
  8. 9:10Best Practices for DevOps Test Data Management
  9. 12:35DevOps Data Platform
  10. 14:40Lack of Data Wastes 40% of Development Lifecycle
  11. 15:25Enable Hybrid Cloud Development and Testing
  12. 35:21Delphix Automates Data in DevOps Pipelines
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