Understanding Modern Data Architecture
Miller Trujillo
Senior Software Engineer
Characteristic | Modern data architecture | Traditional data architecture |
---|---|---|
Volume and variety | Massive volumes and multiple formats | Smaller volumes of structured data |
Storage | Data lakes, NO-SQL, data warehouse | Relational databases, data warehouse |
Processing approach | Real-time or near real-time processing | Batch only |
Scalability and flexibility | Cloud-based solutions | Hardware investments |
Democratization | Self-service analytics tools | Heavy dependence on IT departments |
Understanding Modern Data Architecture