Data Science & Analytics
Ddia Systems
Design data systems by understanding storage engines, replication, partitioning, transactions, and consistency models. Use when the user mentions "database choice", "which database should I use", "SQL or NoSQL", "replication lag", "partitioning strategy", "consistency vs availability", "stream processing", "ACID transactions", "eventual consistency", "my queries are slow at scale", or "data is inconsistent across replicas". Also trigger when choosing a datastore, designing data pipelines, or debugging distributed-system consistency issues. Covers data models, batch/stream processing, and distributed consensus. For system design, see system-design. For resilience, see release-it.
- Publisher / source
- wondelai/skills (found on skills.sh, an awesome list, the CSV list)
- Upstream record
- wondelai/skills
- Version
- Version 3
- Published
- Publication review
- Approved for publication
- Content fingerprint
cdcd71bc1ce854f04921c5ff1a63b06872f96b09ef2f0576c91a33ffc8297012