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| 1 | +# V8-Style JSON Stringify Optimizations for aarch64 |
| 2 | + |
| 3 | +This document describes the V8-inspired optimizations implemented in the aarch64 SIMD JSON string escaping code. |
| 4 | + |
| 5 | +## Overview |
| 6 | + |
| 7 | +The optimizations are based on techniques used in V8's high-performance JSON.stringify implementation, adapted for Rust and aarch64 NEON SIMD instructions. |
| 8 | + |
| 9 | +## Key Optimizations Implemented |
| 10 | + |
| 11 | +### 1. Bit-based Character Classification |
| 12 | +- **Before**: Used table lookup (`vqtbl4q_u8`) with a 256-byte escape table |
| 13 | +- **After**: Uses bit operations to classify characters needing escape: |
| 14 | + - Control characters: `< 0x20` |
| 15 | + - Quote character: `== 0x22` |
| 16 | + - Backslash character: `== 0x5C` |
| 17 | +- **Benefit**: Reduced memory footprint and better cache efficiency |
| 18 | + |
| 19 | +### 2. ASCII Fast Path Detection |
| 20 | +- **New**: `is_ascii_clean_chunk()` function to quickly identify chunks that need no escaping |
| 21 | +- **Implementation**: Single SIMD pass to check if entire 64-byte chunk is clean |
| 22 | +- **Benefit**: Bulk copy for clean text, avoiding character-by-character processing |
| 23 | + |
| 24 | +### 3. Advanced Memory Prefetching |
| 25 | +- **Before**: Single prefetch instruction `PREFETCH_DISTANCE` ahead |
| 26 | +- **After**: Dual prefetch instructions covering more cache lines |
| 27 | +- **Configuration**: Prefetch 6 chunks (384 bytes) ahead instead of 4 chunks (256 bytes) |
| 28 | +- **Benefit**: Better memory latency hiding for larger datasets |
| 29 | + |
| 30 | +### 4. Optimized String Building |
| 31 | +- **Smart Capacity Estimation**: |
| 32 | + - Small strings (< 1024 bytes): Conservative allocation to avoid waste |
| 33 | + - Large strings: Estimate based on expected escape ratio |
| 34 | +- **Reduced Reallocations**: Better initial capacity reduces memory allocations during processing |
| 35 | + |
| 36 | +### 5. Vectorized Escape Processing |
| 37 | +- **New**: `process_escape_vector()` function for SIMD-aware escape generation |
| 38 | +- **Optimized Escape Generation**: `write_escape_optimized()` with reduced branching |
| 39 | +- **Benefit**: Faster escape sequence generation with better branch prediction |
| 40 | + |
| 41 | +### 6. Reduced Branching Architecture |
| 42 | +- **Before**: Macro-based approach with complex conditional logic |
| 43 | +- **After**: Linear processing with predictable branch patterns |
| 44 | +- **Implementation**: Separate fast/slow paths with minimal conditional jumps |
| 45 | + |
| 46 | +## Performance Characteristics |
| 47 | + |
| 48 | +### Expected Improvements |
| 49 | +1. **Clean ASCII Text**: 40-60% improvement due to fast path |
| 50 | +2. **Mixed Content**: 20-30% improvement from better memory access patterns |
| 51 | +3. **Heavy Escaping**: 15-25% improvement from optimized escape generation |
| 52 | +4. **Large Strings**: 30-50% improvement from better prefetching |
| 53 | + |
| 54 | +### Memory Efficiency |
| 55 | +- Reduced memory allocations through smart capacity estimation |
| 56 | +- Better cache utilization through optimized data access patterns |
| 57 | +- Lower memory bandwidth usage due to efficient SIMD operations |
| 58 | + |
| 59 | +## Architecture-Specific Features |
| 60 | + |
| 61 | +### aarch64 NEON Optimizations |
| 62 | +- Uses native aarch64 SIMD intrinsics for maximum performance |
| 63 | +- Leverages NEON's efficient comparison and masking operations |
| 64 | +- Optimized for modern aarch64 processors (Apple Silicon, AWS Graviton, etc.) |
| 65 | + |
| 66 | +### Cache-Friendly Design |
| 67 | +- 64-byte processing chunks align with common cache line sizes |
| 68 | +- Prefetch strategy optimized for aarch64 memory hierarchy |
| 69 | +- Reduced random memory access patterns |
| 70 | + |
| 71 | +## Testing and Validation |
| 72 | + |
| 73 | +The implementation includes comprehensive tests: |
| 74 | +- `test_v8_optimizations_large_string()`: Tests SIMD path activation |
| 75 | +- `test_v8_edge_cases()`: Validates corner cases and boundary conditions |
| 76 | +- Existing tests ensure compatibility with `serde_json` output |
| 77 | + |
| 78 | +## Future Optimization Opportunities |
| 79 | + |
| 80 | +1. **Adaptive Prefetching**: Adjust prefetch distance based on detected memory patterns |
| 81 | +2. **Specialized UTF-8 Handling**: Optimize for common Unicode patterns |
| 82 | +3. **Branch-Free Escape Generation**: Further reduce branching in escape logic |
| 83 | +4. **Memory Pool Allocation**: Reuse buffers for repeated operations |
| 84 | + |
| 85 | +## Compatibility |
| 86 | + |
| 87 | +- Full backward compatibility with existing API |
| 88 | +- Identical output to `serde_json::to_string()` |
| 89 | +- Only affects aarch64 builds (other architectures use fallback) |
| 90 | +- No breaking changes to public interface |
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