Platform for Genomic Processing Using Airflow and ECS
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- เผยแพร่เมื่อ 5 ก.ย. 2024
- Presented by Zohar Donenhirsh & Alina Aven at Airflow Summit 2023.
High-scale orchestration of genomic algorithms using Airflow workflows, AWS Elastic Container Service (ECS), and Docker. Genomic algorithms are highly demanding of CPU, RAM, and storage. Our data science team requires a platform to facilitate the development and validation of proprietary algorithms. The Data engineering team develops a research data platform that enables Data Scientists to publish docker images to AWS ECR and run them using Airflow DAGS that provision AWS’s ECS compute power of EC2 and Fargate.
Excellent presentation, thank you!
Zohar and Alina, great job!!!
Thank you!
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