What are alternatives to Glue? If redesigning a pipeline and Glue is costly, what would you pick instead?
💡 Model Answer
Alternatives to Glue include: 1) AWS Data Pipeline – a managed workflow service that can orchestrate data movement and transformation using custom scripts. 2) AWS EMR – a managed Hadoop/Spark cluster for large‑scale batch processing. 3) AWS Lambda + Step Functions – serverless compute for lightweight ETL steps, useful for event‑driven pipelines. 4) Third‑party ETL tools such as Apache Airflow, Talend, or Informatica that can run on EC2 or managed services. 5) Amazon Kinesis Data Firehose for real‑time ingestion into S3, Redshift, or Elasticsearch. The choice depends on data volume, transformation complexity, cost sensitivity, and operational overhead. For example, if the pipeline requires complex Spark transformations, EMR may be cheaper than Glue for large datasets; if the workload is event‑driven and low‑latency, Lambda + Step Functions can be more cost‑effective.
This answer was generated by AI for study purposes. Use it as a starting point — personalize it with your own experience.
🎤 Get questions like this answered in real-time
Assisting AI listens to your interview, captures questions live, and gives you instant AI-powered answers — invisible to screen sharing.
Get Assisting AI — Starts at ₹500