# Atomic Freelist Implementation - Executive Summary ## Investigation Results ### Good News **Actual site count**: **90 sites** (not 589!) - Original estimate was based on all `.freelist` member accesses - Actual `meta->freelist` accesses: 90 sites in 21 files - Fully manageable in 5-8 hours with phased approach ### Analysis Breakdown | Category | Count | Effort | |----------|-------|--------| | **Phase 1 (Critical Hot Paths)** | 25 sites in 5 files | 2-3 hours | | **Phase 2 (Important Paths)** | 40 sites in 10 files | 2-3 hours | | **Phase 3 (Debug/Cleanup)** | 25 sites in 6 files | 1-2 hours | | **Total** | **90 sites in 21 files** | **5-8 hours** | ### Operation Breakdown - **NULL checks** (if/while conditions): 16 sites - **Direct assignments** (store): 32 sites - **POP operations** (load + next): 8 sites - **PUSH operations** (write + assign): 14 sites - **Read operations** (checks/loads): 29 sites - **Write operations** (assignments): 32 sites --- ## Implementation Strategy ### Recommended Approach: Hybrid **Hot Paths** (10-20 sites): - Lock-free CAS operations - `slab_freelist_pop_lockfree()` / `slab_freelist_push_lockfree()` - Memory ordering: acquire/release - Cost: 6-10 cycles per operation **Cold Paths** (40-50 sites): - Relaxed atomic loads/stores - `slab_freelist_load_relaxed()` / `slab_freelist_store_relaxed()` - Memory ordering: relaxed - Cost: 0 cycles overhead **Debug/Stats** (10-15 sites): - Skip conversion entirely - Use `SLAB_FREELIST_DEBUG_PTR(meta)` macro - Already atomic type, just cast for printf --- ## Key Design Decisions ### 1. Accessor Function API Created centralized atomic operations in `core/box/slab_freelist_atomic.h`: ```c // Lock-free operations (hot paths) void* slab_freelist_pop_lockfree(TinySlabMeta* meta, int class_idx); void slab_freelist_push_lockfree(TinySlabMeta* meta, int class_idx, void* node); // Relaxed operations (cold paths) void* slab_freelist_load_relaxed(TinySlabMeta* meta); void slab_freelist_store_relaxed(TinySlabMeta* meta, void* value); // NULL checks bool slab_freelist_is_empty(TinySlabMeta* meta); bool slab_freelist_is_nonempty(TinySlabMeta* meta); // Debug #define SLAB_FREELIST_DEBUG_PTR(meta) ... ``` ### 2. Memory Ordering Rationale **Relaxed** (most sites): - No synchronization needed - 0 cycles overhead - Safe for: NULL checks, init, debug **Acquire** (POP operations): - Must see next pointer before unlinking - 1-2 cycles overhead - Prevents use-after-free **Release** (PUSH operations): - Must publish next pointer before freelist update - 1-2 cycles overhead - Ensures visibility to other threads **NOT using seq_cst**: - Total ordering not needed - 5-10 cycles overhead (too expensive) - Per-slab ordering sufficient ### 3. Critical Pattern Conversions **Before** (direct access): ```c if (meta->freelist != NULL) { void* block = meta->freelist; meta->freelist = tiny_next_read(class_idx, block); use(block); } ``` **After** (lock-free atomic): ```c if (slab_freelist_is_nonempty(meta)) { void* block = slab_freelist_pop_lockfree(meta, class_idx); if (!block) goto fallback; // Handle race use(block); } ``` **Key differences**: 1. NULL check uses relaxed atomic load 2. POP operation uses CAS loop internally 3. Must handle race condition (block == NULL) 4. `tiny_next_read()` called inside accessor (no double-conversion) --- ## Performance Analysis ### Single-Threaded Impact | Operation | Before (cycles) | After Relaxed | After CAS | Overhead | |-----------|-----------------|---------------|-----------|----------| | NULL check | 1 | 1 | - | 0% | | Load/Store | 1 | 1 | - | 0% | | POP/PUSH | 3-5 | - | 8-12 | +60-140% | **Overall Expected**: - Relaxed sites (~70%): 0% overhead - CAS sites (~30%): +60-140% per operation - **Net regression**: 2-3% (due to good branch prediction) **Baseline**: 25.1M ops/s (Random Mixed 256B) **Expected**: 24.4-24.8M ops/s (Random Mixed 256B) **Acceptable**: >24.0M ops/s (<5% regression) ### Multi-Threaded Impact | Metric | Before | After | Change | |--------|--------|-------|--------| | Larson 8T | **CRASH** | ~18-20M ops/s | **FIXED** | | MT Scaling (8T) | 0% | 70-80% | **NEW** | | Throughput (1T) | 25.1M ops/s | 24.4-24.8M ops/s | -1.2-2.8% | **Benefit**: Stability + MT scalability >> 2-3% single-threaded cost --- ## Risk Assessment ### Low Risk โœ… - **Incremental implementation**: 3 phases, test after each - **Easy rollback**: `git checkout master` - **Well-tested patterns**: Existing atomic operations in codebase (563 sites) - **No ABI changes**: Atomic type already declared ### Medium Risk โš ๏ธ - **Performance regression**: 2-3% expected (acceptable) - **Subtle bugs**: CAS retry loops need careful review - **Complexity**: 90 sites to convert (but well-documented) ### High Risk โŒ - **None identified** ### Mitigation Strategies 1. **Phase 1 focus**: Fix Larson crash first (25 sites, 2-3 hours) 2. **Test early**: Compile and test after each file 3. **A/B testing**: Keep old code in branches for comparison 4. **Rollback plan**: Alternative spinlock approach if needed --- ## Implementation Plan ### Phase 1: Critical Hot Paths (2-3 hours) ๐Ÿ”ฅ **Goal**: Fix Larson 8T crash with minimal changes **Files** (5 files, 25 sites): 1. `core/box/slab_freelist_atomic.h` (CREATE new accessor API) 2. `core/tiny_superslab_alloc.inc.h` (fast alloc pop) 3. `core/hakmem_tiny_refill_p0.inc.h` (P0 batch refill) 4. `core/box/carve_push_box.c` (carve/rollback push) 5. `core/hakmem_tiny_tls_ops.h` (TLS drain) **Testing**: ```bash ./out/release/larson_hakmem 8 100000 256 # Expect: no crash ./out/release/bench_random_mixed_hakmem 10000000 256 42 # Expect: >24.0M ops/s ``` **Success Criteria**: - โœ… Larson 8T stable (no crashes) - โœ… Regression <5% (>24.0M ops/s) - โœ… No ASan/TSan warnings --- ### Phase 2: Important Paths (2-3 hours) โšก **Goal**: Full MT safety for all allocation paths **Files** (10 files, 40 sites): - `core/tiny_refill_opt.h` - `core/tiny_free_magazine.inc.h` - `core/refill/ss_refill_fc.h` - `core/slab_handle.h` - 6 additional files **Testing**: ```bash for t in 1 2 4 8 16; do ./out/release/larson_hakmem $t 100000 256; done ``` **Success Criteria**: - โœ… All MT tests pass - โœ… Regression <3% (>24.4M ops/s) - โœ… MT scaling 70%+ --- ### Phase 3: Cleanup (1-2 hours) ๐Ÿงน **Goal**: Convert/document remaining sites **Files** (6 files, 25 sites): - Debug/stats sites: Add `SLAB_FREELIST_DEBUG_PTR()` - Init/cleanup sites: Use `slab_freelist_store_relaxed()` - Add comments for MT safety assumptions **Testing**: ```bash make clean && make all ./run_all_tests.sh ``` **Success Criteria**: - โœ… All 90 sites converted or documented - โœ… Zero direct accesses (except in atomic.h) - โœ… Full test suite passes --- ## Tools and Scripts Created comprehensive implementation support: ### 1. Strategy Document **File**: `ATOMIC_FREELIST_IMPLEMENTATION_STRATEGY.md` - Accessor function design - Memory ordering rationale - Performance projections - Risk assessment - Alternative approaches ### 2. Site-by-Site Guide **File**: `ATOMIC_FREELIST_SITE_BY_SITE_GUIDE.md` - Detailed conversion instructions (line-by-line) - Common pitfalls and solutions - Testing checklist per file - Quick reference card ### 3. Quick Start Guide **File**: `ATOMIC_FREELIST_QUICK_START.md` - Step-by-step implementation - Time budget breakdown - Success metrics - Rollback procedures ### 4. Accessor Header Template **File**: `core/box/slab_freelist_atomic.h.TEMPLATE` - Complete implementation (80 lines) - Extensive comments and examples - Performance notes - Testing strategy ### 5. Analysis Script **File**: `scripts/analyze_freelist_sites.sh` - Counts sites by category - Shows hot/warm/cold paths - Estimates conversion effort - Checks for lock-protected sites ### 6. Verification Script **File**: `scripts/verify_atomic_freelist_conversion.sh` - Tracks conversion progress - Detects potential bugs (double-POP/PUSH) - Checks compile status - Provides recommendations --- ## Usage Instructions ### Quick Start ```bash # 1. Review documentation (15 min) cat ATOMIC_FREELIST_QUICK_START.md # 2. Run analysis (5 min) ./scripts/analyze_freelist_sites.sh # 3. Create accessor header (30 min) cp core/box/slab_freelist_atomic.h.TEMPLATE core/box/slab_freelist_atomic.h make bench_random_mixed_hakmem # Test compile # 4. Start Phase 1 (2-3 hours) git checkout -b atomic-freelist-phase1 # Follow ATOMIC_FREELIST_SITE_BY_SITE_GUIDE.md # 5. Verify progress ./scripts/verify_atomic_freelist_conversion.sh # 6. Test Phase 1 ./out/release/larson_hakmem 8 100000 256 ``` ### Incremental Progress Tracking ```bash # Check conversion progress ./scripts/verify_atomic_freelist_conversion.sh # Output example: # Progress: 30% (27/90 sites) # [============----------------------------] # Currently working on: Phase 1 (Critical Hot Paths) ``` --- ## Expected Timeline | Day | Activity | Hours | Cumulative | |-----|----------|-------|------------| | **Day 1** | Setup + Phase 1 | 3h | 3h | | | Test Phase 1 | 1h | 4h | | **Day 2** | Phase 2 conversion | 2-3h | 6-7h | | | Test Phase 2 | 1h | 7-8h | | **Day 3** | Phase 3 cleanup | 1-2h | 8-10h | | | Final testing | 1h | 9-11h | **Realistic Total**: 9-11 hours (including testing and documentation) **Minimal Viable**: 3-4 hours (Phase 1 only, fixes Larson crash) --- ## Success Metrics ### Phase 1 Success - โœ… Larson 8T runs for 100K iterations without crash - โœ… Single-threaded regression <5% (>24.0M ops/s) - โœ… No data races detected (TSan clean) ### Phase 2 Success - โœ… All MT tests pass (1T, 2T, 4T, 8T, 16T) - โœ… Single-threaded regression <3% (>24.4M ops/s) - โœ… MT scaling 70%+ (8T = 5.6x+ speedup) ### Phase 3 Success - โœ… All 90 sites converted or documented - โœ… Zero direct `meta->freelist` accesses (except atomic.h) - โœ… Full test suite passes - โœ… Documentation updated --- ## Rollback Plan If Phase 1 fails (>5% regression or instability): ### Option A: Revert and Debug ```bash git stash git checkout master git branch -D atomic-freelist-phase1 # Review logs, fix issues, retry ``` ### Option B: Alternative Approach (Spinlock) If lock-free proves too complex: ```c // Add to TinySlabMeta typedef struct TinySlabMeta { uint8_t freelist_lock; // 1-byte spinlock void* freelist; // Back to non-atomic // ... rest unchanged } TinySlabMeta; // Use __sync_lock_test_and_set() for lock/unlock // Expected overhead: 5-10% (vs 2-3% for lock-free) ``` **Trade-off**: Simpler implementation, guaranteed correctness, slightly higher overhead --- ## Alternatives Considered ### Option A: Mutex per Slab (REJECTED) **Pros**: Simple, guaranteed correctness **Cons**: 40-byte overhead, 10-20x performance hit **Reason**: Too expensive for per-slab locking ### Option B: Global Lock (REJECTED) **Pros**: 1-line fix, zero code changes **Cons**: Serializes all allocation, kills MT performance **Reason**: Defeats purpose of MT allocator ### Option C: TLS-Only (REJECTED) **Pros**: No atomics needed, simplest **Cons**: Cannot handle remote free (required for MT) **Reason**: Breaking existing functionality ### Option D: Hybrid Lock-Free + Relaxed (SELECTED) โœ… **Pros**: Best performance, incremental implementation, minimal overhead **Cons**: More complex, requires careful memory ordering **Reason**: Optimal balance of performance, safety, and maintainability --- ## Conclusion ### Feasibility: HIGH โœ… - Only 90 sites (not 589) - Well-understood patterns - Existing atomic operations in codebase (563 sites as reference) - Incremental phased approach - Easy rollback ### Risk: LOW โœ… - Phase 1 focus (25 sites) minimizes risk - Test after each file - Alternative approaches available - No ABI changes ### Benefit: HIGH โœ… - Fixes Larson 8T crash (critical bug) - Enables MT performance (70-80% scaling) - Future-proof architecture - Only 2-3% single-threaded cost ### Recommendation: PROCEED โœ… **Start with Phase 1 (2-3 hours)** and evaluate: - If stable + <5% regression: Continue to Phase 2 - If unstable or >5% regression: Rollback and review **Expected outcome**: 9-11 hours for full MT safety with <3% single-threaded regression --- ## Files Created 1. `ATOMIC_FREELIST_IMPLEMENTATION_STRATEGY.md` (comprehensive strategy) 2. `ATOMIC_FREELIST_SITE_BY_SITE_GUIDE.md` (detailed conversion guide) 3. `ATOMIC_FREELIST_QUICK_START.md` (quick start instructions) 4. `ATOMIC_FREELIST_SUMMARY.md` (this file) 5. `core/box/slab_freelist_atomic.h.TEMPLATE` (accessor API template) 6. `scripts/analyze_freelist_sites.sh` (site analysis tool) 7. `scripts/verify_atomic_freelist_conversion.sh` (progress tracker) **Total**: 7 files, ~3000 lines of documentation and tooling --- ## Next Actions 1. **Review** `ATOMIC_FREELIST_QUICK_START.md` (15 min) 2. **Run** `./scripts/analyze_freelist_sites.sh` (5 min) 3. **Create** accessor header from template (30 min) 4. **Start** Phase 1 conversion (2-3 hours) 5. **Test** Larson 8T stability (30 min) 6. **Evaluate** results and proceed or rollback **First milestone**: Larson 8T stable (3-4 hours total) **Final goal**: Full MT safety in 9-11 hours