Data World 2 · Pipeline Plumbing · Stage 1

Right Pipe

Every source has its pipe: exports deliver, DataSync copies, partners push, AppFlow reads apps, DMS captures changes, and disks beat a thin link.

  • AWS DMS
  • AWS DataSync
  • AWS Transfer Family
  • Amazon AppFlow
  • Snow Family
Domain
Data engineering
World
Data World 2: Pipeline Plumbing (Associate)
Game type
Lake tuner: Tune a lake's tables until the queries fit their limit and budget.
Time
About 15 minutes on a first attempt (estimated)
Exam guides
  • SAA-C03Task 3.5: Determine high-performing data ingestion and transformation solutions
  • DEA-C01Skill 1.1.2: Read data from batch sources (for example, Amazon S3, AWS Glue, Amazon EMR, AWS DMS, Amazon Redshift, AWS Lambda, Amazon AppFlow); Skill 1.1.1: Read data from streaming sources (for example, Amazon Kinesis, Amazon Managed Streaming for Apache Kafka [Amazon MSK], Amazon DynamoDB Streams, AWS DMS, AWS Glue, Amazon Redshift); Skill 1.1.4: Consume data APIs; Skill 2.1.4: Integrate migration tools into data processing systems (for example, AWS Transfer Family)
  • SAP-C02Task 4.2: Determine the optimal migration approach for existing workloads