Performance Achievements: - Tiny allocations: +180-280% (21M → 59-70M ops/s random mixed) - Single-thread: +24% (2.71M → 3.36M ops/s Larson) - 4T stability: 0% → 95% (19/20 success rate) - Overall: 91.3% of System malloc average (target was 40-55%) ✓ Phase 7 (Tasks 1-3): Core Optimizations - Task 1: Header validation removal (Region-ID direct lookup) - Task 2: Aggressive inline (TLS cache access optimization) - Task 3: Pre-warm TLS cache (eliminate cold-start penalty) Result: +180-280% improvement, 85-146% of System malloc Critical Bug Fixes: - Fix 64B allocation crash (size-to-class +1 for header) - Fix 4T wrapper recursion bugs (BUG #7, #8, #10, #11) - Remove malloc fallback (30% → 50% stability) Phase 2a: SuperSlab Dynamic Expansion (CRITICAL) - Implement mimalloc-style chunk linking - Unlimited slab expansion (no more OOM at 32 slabs) - Fix chunk initialization bug (bitmap=0x00000001 after expansion) Files: core/hakmem_tiny_superslab.c/h, core/superslab/superslab_types.h Result: 50% → 95% stability (19/20 4T success) Phase 2b: TLS Cache Adaptive Sizing - Dynamic capacity: 16-2048 slots based on usage - High-water mark tracking + exponential growth/shrink - Expected: +3-10% performance, -30-50% memory Files: core/tiny_adaptive_sizing.c/h (new) Phase 2c: BigCache Dynamic Hash Table - Migrate from fixed 256×8 array to dynamic hash table - Auto-resize: 256 → 512 → 1024 → 65,536 buckets - Improved hash function (FNV-1a) + collision chaining Files: core/hakmem_bigcache.c/h Expected: +10-20% cache hit rate Design Flaws Analysis: - Identified 6 components with fixed-capacity bottlenecks - SuperSlab (CRITICAL), TLS Cache (HIGH), BigCache/L2.5 (MEDIUM) - Report: DESIGN_FLAWS_ANALYSIS.md (11 chapters) Documentation: - 13 comprehensive reports (PHASE*.md, DESIGN_FLAWS*.md) - Implementation guides, test results, production readiness - Bug fix reports, root cause analysis Build System: - Makefile: phase7 targets, PREWARM_TLS flag - Auto dependency generation (-MMD -MP) for .inc files Known Issues: - 4T stability: 19/20 (95%) - investigating 1 failure for 100% - L2.5 Pool dynamic sharding: design only (needs 2-3 days integration) 🤖 Generated with Claude Code (https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
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Phase 7: 4T High-Contention Stability Verification Report
Date: 2025-11-08 Tester: Claude Task Agent Build: HEADER_CLASSIDX=1 AGGRESSIVE_INLINE=1 PREWARM_TLS=1 Test Scope: Verify fixes from other AI (Superslab Fail-Fast + wrapper fixes)
Executive Summary
Verdict: ❌ NOT FIXED (Potentially WORSE)
| Metric | Result | Status |
|---|---|---|
| Success Rate | 30% (6/20) | ❌ Worse than before (35%) |
| Throughput | 981,138 ops/s (when working) | ✅ Stable |
| Production Ready | NO | ❌ Unsafe for deployment |
| Root Cause | Mixed HAKMEM/libc allocations | ⚠️ Still present |
Key Finding: The Fail-Fast guards did NOT catch any corruption. The crash is caused by "free(): invalid pointer" when malloc fallback is triggered, not by internal corruption.
1. Stability Test Results (20 runs)
Summary Statistics
Success: 6/20 (30%)
Failure: 14/20 (70%)
Average Throughput: 981,138 ops/s
Throughput Range: 981,087 - 981,190 ops/s
Comparison with Previous Results
| Metric | Before Fixes | After Fixes | Change |
|---|---|---|---|
| Success Rate | 35% (7/20) | 30% (6/20) | -5% ❌ |
| Throughput | 981K ops/s | 981K ops/s | 0% |
| 1T Baseline | Unknown | 2,737K ops/s | ✅ OK |
| 2T | Unknown | 4,905K ops/s | ✅ OK |
| 4T Low-Contention | Unknown | 251K ops/s | ⚠️ Slow |
Conclusion: The fixes did NOT improve stability. Success rate is slightly worse.
2. Detailed Test Results
Success Runs (6/20)
| Run | Throughput | Variation |
|---|---|---|
| 3 | 981,189 ops/s | +0.005% |
| 4 | 981,087 ops/s | baseline |
| 7 | 981,087 ops/s | baseline |
| 14 | 981,190 ops/s | +0.010% |
| 15 | 981,087 ops/s | baseline |
| 17 | 981,190 ops/s | +0.010% |
Observation: When it works, throughput is extremely stable (±0.01%).
Failure Runs (14/20)
All failures follow this pattern:
1. [DEBUG] Phase 7: tiny_alloc(X) rejected, using malloc fallback
2. free(): invalid pointer
3. [DEBUG] superslab_refill returned NULL (OOM) detail: class=X
4. Core dump (exit code 134)
Common failure classes: 1, 4, 6 (sizes: 16B, 64B, 512B)
Pattern: OOM in specific classes → malloc fallback → mixed allocation → crash
3. Fail-Fast Guard Results
Test Configuration
HAKMEM_TINY_REFILL_FAILFAST=2(maximum validation)- Guards check freelist head bounds and meta->used overflow
Results (5 runs)
| Run | Outcome | Corruption Detected? |
|---|---|---|
| 1 | Crash (exit 1) | ❌ No [ALLOC_CORRUPT] |
| 2 | Crash (exit 1) | ❌ No [ALLOC_CORRUPT] |
| 3 | Crash (exit 1) | ❌ No [ALLOC_CORRUPT] |
| 4 | Success (981K ops/s) | ✅ N/A |
| 5 | Success (981K ops/s) | ✅ N/A |
Critical Finding:
- Zero detections of freelist corruption or metadata overflow
- Crashes still happen with guards enabled
- Guards are working correctly but NOT catching the root cause
Interpretation: The bug is NOT in superslab allocation logic. The Fail-Fast guards are correct but irrelevant to this crash.
4. Performance Analysis
Low-Contention Regression Check
| Test | Throughput | Status |
|---|---|---|
| 1T baseline | 2,736,909 ops/s | ✅ No regression |
| 2T | 4,905,303 ops/s | ✅ No regression |
| 4T @ 256 chunks | 251,314 ops/s | ⚠️ Significantly slower |
Observation:
- Low contention (1T, 2T) works perfectly
- 4T with low allocation count (256 chunks) is very slow but stable
- 4T with high allocation count (1024 chunks) crashes 70% of the time
Throughput Consistency
When the benchmark completes successfully:
- Mean: 981,138 ops/s
- Stddev: 46 ops/s (±0.005%)
- Extremely stable, suggesting no race conditions in the hot path
5. Root Cause Assessment
What the Other AI Fixed
-
Superslab Fail-Fast strengthening (
core/tiny_superslab_alloc.inc.h):- Added freelist head index/capacity validation
- Added meta->used overflow detection
- Impact: Zero (guards never trigger)
-
Wrapper fixes (
core/hakmem.c):g_hakmem_lock_depthrecursion guard- Impact: Unknown (not directly related to this crash)
Why the Fixes Didn't Work
The guards are protecting against the wrong bug.
The actual crash sequence:
Thread 1: Allocates class 6 blocks → depletes superslab
Thread 2: Allocates class 6 → superslab_refill() → OOM (bitmap=0x00000000)
Thread 2: Falls back to malloc() → mixed allocation
Thread 3: Frees class 6 block → tries to free malloc() pointer → "invalid pointer"
Root Cause:
- Superslab starvation under high contention
- Malloc fallback mixing creates allocation ownership chaos
- No registry tracking for malloc-allocated blocks
Evidence
From failure logs:
[DEBUG] superslab_refill returned NULL (OOM) detail:
class=6 prev_ss=(nil) active=0 bitmap=0x00000000
prev_meta=(nil) used=0 cap=0 slab_idx=0
reused_freelist=0 free_idx=-2 errno=12
Interpretation:
bitmap=0x00000000: All 32 slabs are empty (no freelist blocks)prev_ss=(nil): No previous superslab to reuseerrno=12: Out of memory (ENOMEM)- Result: Falls back to
malloc(), creates mixed allocation
6. Remaining Issues
Primary Bug: Mixed Allocation Chaos
Problem: HAKMEM and libc malloc allocations get mixed, causing free() failures.
Trigger: High-contention workload depletes superslabs → malloc fallback
Frequency: 70% (14/20 runs)
Secondary Issue: Superslab Starvation
Problem: Under high contention, all 32 slabs in a superslab become empty simultaneously.
Evidence: bitmap=0x00000000 in all failure logs
Implication: Need better superslab provisioning or dynamic scaling
Fail-Fast Guards: Working but Irrelevant
Status: ✅ Guards are correctly implemented and NOT triggering
Conclusion: The guards protect against corruption that isn't happening. The real bug is architectural (mixed allocations).
7. Production Readiness Assessment
Recommendation: DO NOT DEPLOY
| Criterion | Status | Reasoning |
|---|---|---|
| Stability | ❌ FAIL | 70% crash rate in 4T workloads |
| Correctness | ❌ FAIL | Mixed allocations cause corruption |
| Performance | ✅ PASS | When working, throughput is excellent |
| Safety | ❌ FAIL | No way to distinguish HAKMEM/libc allocations |
Safe Configurations
Only use HAKMEM for:
- Single-threaded workloads ✅
- Low-contention multi-threaded (≤2T) ✅
- Fixed allocation sizes (no malloc fallback) ⚠️
DO NOT use for:
- High-contention multi-threaded (4T+) ❌
- Production systems requiring stability ❌
- Mixed HAKMEM/libc allocation scenarios ❌
Known Limitations
- 4T high-contention: 70% crash rate
- Malloc fallback: Causes invalid free() errors
- Superslab starvation: No recovery mechanism
- Class 1, 4, 6: Most prone to OOM (small sizes, high churn)
8. Next Steps
Immediate Actions (Required before production)
-
Fix Mixed Allocation Bug (CRITICAL)
- Option A: Track all allocations in a global registry (memory overhead)
- Option B: Add header to all allocations (8-16 bytes overhead)
- Option C: Disable malloc fallback entirely (fail-fast on OOM)
-
Fix Superslab Starvation (CRITICAL)
- Dynamic superslab scaling (allocate new superslab on OOM)
- Better superslab provisioning strategy
- Per-thread superslab affinity to reduce contention
-
Add Allocation Ownership Detection (CRITICAL)
- Prevent free(malloc_ptr) from HAKMEM allocator
- Add magic header or bitmap to distinguish allocation sources
Long-Term Improvements
-
Better Contention Handling
- Lock-free refill paths
- Per-core superslab caches
- Adaptive batch sizes based on contention
-
Memory Pressure Handling
- Graceful degradation on OOM
- Spill-to-system-malloc with proper tracking
- Memory reclamation from cold classes
-
Comprehensive Testing
- Stress test with varying thread counts (1-16T)
- Long-duration stability testing (hours, not seconds)
- Memory leak detection (Valgrind, ASan)
9. Comparison Table
| Metric | Before Fixes | After Fixes | Change |
|---|---|---|---|
| Success Rate | 35% (7/20) | 30% (6/20) | -5% ❌ |
| Throughput | 981K ops/s | 981K ops/s | 0% |
| 1T Regression | Unknown | 2,737K ops/s | ✅ OK |
| 2T Regression | Unknown | 4,905K ops/s | ✅ OK |
| 4T Low-Contention | Unknown | 251K ops/s | ⚠️ Slow but stable |
| Fail-Fast Triggers | Unknown | 0 | ✅ No corruption detected |
10. Conclusion
The 4T high-contention crash is NOT fixed.
The other AI's fixes (Fail-Fast guards and wrapper improvements) are correct and valuable for catching future bugs, but they do NOT address the root cause of this crash:
Root Cause: Superslab starvation → malloc fallback → mixed allocations → invalid free()
Next Priority: Fix the mixed allocation bug (Option C: disable malloc fallback and fail-fast on OOM is the safest short-term solution).
Production Status: UNSAFE. Do not deploy for high-contention workloads.
Appendix: Test Environment
System:
- OS: Linux 6.8.0-65-generic
- CPU: Native architecture (march=native)
- Compiler: gcc with -O3 -flto
Build Flags:
HEADER_CLASSIDX=1AGGRESSIVE_INLINE=1PREWARM_TLS=1HAKMEM_TINY_PHASE6_BOX_REFACTOR=1
Test Command:
./larson_hakmem 10 8 128 1024 1 12345 4
Parameters:
- 10 iterations
- 8 threads (4T due to doubling)
- 128 min object size
- 1024 max objects per thread
- Seed: 12345
- 4 threads
Runtime: ~17 minutes per successful run
Report Generated: 2025-11-08 Verified By: Claude Task Agent