## Line Graph: Effective Bandwidth vs Offloading Ratio
### Overview
The graph compares two strategies ("Greedy" and "Uniform") for effective bandwidth (GB/s) across varying offloading ratios (0% to 100%). The "Greedy" strategy (orange line with circles) starts with significantly higher bandwidth but declines sharply, while the "Uniform" strategy (blue dashed line with squares) maintains a steadier decline.
### Components/Axes
- **X-axis**: Offloading ratio (%) with markers at 0%, 25%, 50%, 75%, and 100%.
- **Y-axis**: Effective Bandwidth (GB/s) with markers at 0, 100, 200, and 300 GB/s.
- **Legend**: Located at the top-right corner. Orange circles represent "Greedy," and blue squares represent "Uniform."
### Detailed Analysis
1. **Greedy Strategy**:
- At 0% offloading: ~350 GB/s (highest point).
- At 25% offloading: ~300 GB/s.
- At 50% offloading: ~150 GB/s.
- At 75% offloading: ~120 GB/s.
- At 100% offloading: ~100 GB/s.
- **Trend**: Steep decline from 0% to 50%, then gradual decline.
2. **Uniform Strategy**:
- At 0% offloading: ~200 GB/s.
- At 25% offloading: ~180 GB/s.
- At 50% offloading: ~150 GB/s.
- At 75% offloading: ~120 GB/s.
- At 100% offloading: ~100 GB/s.
- **Trend**: Steady linear decline across all offloading ratios.
### Key Observations
- The "Greedy" strategy outperforms "Uniform" at low offloading ratios (0–50%) but converges with "Uniform" beyond 50%.
- Both strategies plateau near 100 GB/s at 100% offloading.
- The "Greedy" line exhibits a nonlinear drop, while "Uniform" follows a consistent linear trend.
### Interpretation
The data suggests that the "Greedy" strategy is more effective for low offloading ratios but becomes inefficient as offloading increases. In contrast, the "Uniform" strategy provides stable performance across all ratios but never exceeds the initial bandwidth of "Greedy." The convergence at 50% offloading implies a critical threshold where both strategies yield similar results. This could inform decision-making in resource allocation, favoring "Greedy" for minimal offloading and "Uniform" for higher or variable offloading scenarios.
