## Line Chart: Latency vs Compression Ratio ### Overview The chart illustrates the relationship between compression ratio (x-axis) and latency (y-axis) for five different configurations labeled q=2 to q=6. Latency decreases as compression ratio increases, with all configurations converging at lower latency values at higher compression ratios. ### Components/Axes - **X-axis (Compression Ratio)**: Ranges from 0 to 16 in increments of 2. Labeled "Compression Ratio." - **Y-axis (Latency)**: Ranges from 0.1 to 0.7 milliseconds (ms) in increments of 0.1. Labeled "Latency (ms)." - **Legend**: Located in the top-right corner. Colors and symbols: - q=2: Black square - q=3: Orange circle - q=4: Yellow triangle - q=5: Blue triangle - q=6: Green diamond - **Grid**: Light gray grid lines with darker axes. ### Detailed Analysis - **q=2 (Black Square)**: Starts at ~0.6 ms at compression ratio 1, decreases to ~0.1 ms by compression ratio 10, and stabilizes near 0.1 ms. - **q=3 (Orange Circle)**: Begins at ~0.55 ms at compression ratio 1, drops to ~0.1 ms by compression ratio 8, and remains flat. - **q=4 (Yellow Triangle)**: Starts at ~0.5 ms at compression ratio 1, decreases to ~0.1 ms by compression ratio 6, and stabilizes. - **q=5 (Blue Triangle)**: Initiates at ~0.45 ms at compression ratio 1, drops to ~0.1 ms by compression ratio 4, and remains constant. - **q=6 (Green Diamond)**: Begins at ~0.4 ms at compression ratio 1, decreases to ~0.1 ms by compression ratio 2, and stabilizes. ### Key Observations 1. **Inverse Relationship**: All configurations show latency decreasing as compression ratio increases. 2. **Convergence**: By compression ratio 10–12, all q values converge to ~0.1 ms latency. 3. **Initial Variability**: Higher q values (e.g., q=6) start with lower latency at compression ratio 1 compared to lower q values (e.g., q=2). 4. **Stability**: After compression ratio 10, latency plateaus for all configurations. ### Interpretation The data suggests that increasing compression ratio significantly reduces latency across all configurations, with diminishing returns beyond a compression ratio of 10. The convergence of lines at low latency values implies that further compression offers minimal latency benefits. The initial differences in latency between q values may reflect inherent configuration efficiencies (e.g., q=6 being optimized for lower latency at low compression ratios). This trend is critical for optimizing performance in systems where latency and compression trade-offs are prioritized.