This image shows a diagram that matches 3 Environmental Changes in data centers with 3 Operational Response Changes.
Environmental Changes → Operational Response Changes
1. Hyper Scale
Environmental Change: Large-scale/Complexity
- Systems becoming bigger and more complex
- Increased management complexity
→ Operational Response: DevOps + Big Data/AI Prediction
- Development-Operations integration through DevOps
- Intelligent operations through big data analytics and AI prediction
2. New DC (New Data Center)
Environmental Change: New/Edge and various types of data centers
- Proliferation of new edge data centers
- Distributed infrastructure environment
→ Operational Response: Integrated Operations
- Multi-center integrated management
- Standardized operational processes
- Role-based operational framework
3. AI DC (AI Data Center)
Environmental Change: GPU Large-scale Computing/Massive Power Requirements
- GPU-intensive high-performance computing
- Enormous power consumption
→ Operational Response: Digital Twin – Real-time Data View
- Digital replication of actual configurations
- High-quality data-based monitoring
- Real-time predictive analytics including temperature prediction
This diagram systematically demonstrates that as data center environments undergo physical changes, operational approaches must also become more intelligent and integrated in response.
with Claude
Lechuck Park 