JDosN/8FzNjW4S4y3mKXKA==;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
- Overview
- Deliverable 1: Streaming Architecture Design (25 points)
- Deliverable 2: Pipeline Implementation (20 points)
- Deliverable 3: Processing Logic (20 points)
- Deliverable 4: Fault Tolerance Configuration (15 points)
- Deliverable 5: Architecture Documentation (10 points)
- Deliverable 6: Monitoring Setup (10 points)
- Grade Calculation
- Feedback Template