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161 lines
6.2 KiB
Markdown
161 lines
6.2 KiB
Markdown
# Etcd Registry Performance Improvements
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This document describes the improvements made to address etcd authentication performance issues and cache penetration problems.
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## Problem Statement
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### Background
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When etcd server authentication is enabled, a serious performance bottleneck can occur at scale. This was observed in production environments with 4000+ service pods.
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### Issues Identified
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#### 1. High Authentication QPS
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- **Root Cause**: The etcd registry used `KeepAliveOnce` for lease renewal, which requires a new authentication request for each call
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- **Impact**: With 4000+ pods registering every 30s (default RegisterInterval), this creates ~110 QPS of authentication requests
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- **Limitation**: A typical 3-node etcd cluster (64C 256G HDD) can only handle ~100 QPS for authentication
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- **Result**: Authentication requests overwhelm etcd, causing KeepAlive failures and service deregistrations
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#### 2. Cache Penetration
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- **Trigger**: When KeepAlive fails, services deregister from etcd
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- **Chain Reaction**:
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1. Registry watcher detects deletions
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2. Cache is cleared based on delete events
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3. All subsequent service lookups hit etcd directly (cache miss)
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4. Etcd is already overloaded, causing more failures
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- **Result**: Cascading failure where all gRPC requests fail
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## Solution
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### 1. Use Long-Lived KeepAlive Channels
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**Change**: Replaced `KeepAliveOnce` with `KeepAlive`
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**Implementation**:
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- Added keepalive channel management to `etcdRegistry` struct
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- Created `startKeepAlive()` method that establishes a long-lived keepalive stream
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- Modified `registerNode()` to reuse existing keepalive channels
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- Added `stopKeepAlive()` for proper cleanup on deregistration
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**Benefits**:
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- **97% reduction in auth requests**: From ~110 QPS to ~3-4 QPS (4000 pods / TTL period)
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- **Single authentication per lease**: KeepAlive authenticates once when establishing the stream
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- **Automatic renewal**: Etcd sends keepalive responses automatically through the channel
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**Code Changes**:
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```go
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// Before: New auth request every heartbeat
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if _, err := e.client.KeepAliveOnce(context.TODO(), leaseID); err != nil {
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// handle error
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}
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// After: Single auth request, reused channel
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if err := e.startKeepAlive(s.Name+node.Id, leaseID); err != nil {
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// handle error
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}
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```
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### 2. Verify Cache Penetration Protection
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**Existing Protection**: The registry cache already uses `singleflight` pattern to prevent stampede
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**How it Works**:
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- When cache expires/is empty, first request triggers etcd query
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- Concurrent requests for same service wait for the first request to complete
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- All waiting requests receive the same result
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- Only ONE etcd query happens regardless of concurrent request count
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**Additional Safety**:
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- Stale cache is returned when etcd fails (if cache data exists)
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- Prevents cascading failures by avoiding repeated failed requests to etcd
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**Verification**:
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Added comprehensive tests to confirm this behavior works correctly under load.
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## Performance Impact
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### Authentication Load Reduction
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- **Before**: 4000 pods × (1 auth / 30s) = ~133 auth/sec
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- **After**: 4000 pods × (1 auth / lease_ttl) ≈ 3-4 auth/sec (assuming 15min lease TTL)
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- **Reduction**: ~97%
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### Cache Penetration Prevention
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- **Before**: When cache clears, 1000s of concurrent requests → 1000s of etcd queries
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- **After**: When cache clears, 1000s of concurrent requests → 1 etcd query (singleflight)
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- **Reduction**: ~99.9%
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## Testing
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### Unit Tests
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1. **TestKeepAliveManagement**: Validates keepalive lifecycle
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- Verifies channels are created on registration
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- Confirms channels are cleaned up on deregistration
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2. **TestKeepAliveReducesAuthRequests**: Confirms channel reuse
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- Multiple re-registrations use the same keepalive channel
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- Validates auth request reduction
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3. **TestKeepAliveChannelReconnection**: Tests error handling
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- Verifies proper cleanup when keepalive channel closes
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4. **TestSingleflightPreventsStampede**: Validates cache behavior
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- 10 concurrent requests → 1 etcd query
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5. **TestStaleCacheOnError**: Confirms graceful degradation
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- Returns stale cache when etcd fails
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6. **TestCachePenetrationPrevention**: End-to-end validation
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- 50 concurrent requests during etcd failure → 1 etcd query
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- All requests receive stale cache
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### Integration Tests
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- CI workflow runs tests against real etcd instance
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- Validates behavior with actual etcd keepalive channels
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- Tests run with race detector enabled
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## Migration Guide
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### For Library Users
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No code changes required! The improvements are transparent:
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- Existing applications automatically benefit from reduced auth load
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- No API changes to `registry.Registry` interface
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### For Plugin Developers
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If you maintain a custom registry plugin:
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- Consider implementing long-lived keepalive channels
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- Ensure your cache implementation uses singleflight pattern
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- Add tests for concurrent access patterns
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## Monitoring Recommendations
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### Key Metrics to Track
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1. **Etcd Authentication Rate**: Should drop by ~97%
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2. **Etcd Query Rate**: Monitor for stampede prevention
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3. **Service Registration Success Rate**: Should improve under load
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4. **Cache Hit Rate**: Should remain high even during etcd issues
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### Expected Behavior
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- **Normal Operation**: Low auth QPS, high cache hit rate
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- **During Etcd Issues**: Stale cache served, limited etcd queries
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- **After Recovery**: Cache refreshes gradually, no stampede
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## Related Issues
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- Original Issue: [BUG] etcd authentication performance issue and registry cache penetration
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- Etcd Documentation: https://etcd.io/docs/latest/learning/api/#lease-keepalive
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- Singleflight Pattern: https://pkg.go.dev/golang.org/x/sync/singleflight
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## Security Considerations
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- **No Authentication Bypass**: Changes only reduce frequency, not security
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- **Proper Cleanup**: Keepalive channels properly closed on deregistration
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- **Race Condition Free**: All map operations properly synchronized
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- **No Resource Leaks**: Goroutines terminate when channels close
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## Future Enhancements
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Potential improvements for consideration:
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1. **Adaptive TTL**: Adjust keepalive frequency based on load
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2. **Circuit Breaker**: Temporarily stop queries when etcd is degraded
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3. **Metrics**: Expose keepalive channel count, auth rate, etc.
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4. **Backoff**: Exponential backoff on keepalive failures
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