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Mitigate LRU struct tearing using SeqLock #593
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bitfaster
changed the title
Mitigate value type torn writes during LRU update
Mitigate value type torn writes during LRU update (SeqLock)
May 20, 2024
bitfaster
changed the title
Mitigate value type torn writes during LRU update (SeqLock)
Mitigate LRU update value type tearing (SeqLock)
May 21, 2024
bitfaster
changed the title
Mitigate LRU update value type tearing (SeqLock)
Mitigate LRU value type tearing (SeqLock)
May 21, 2024
bitfaster
changed the title
Mitigate LRU value type tearing (SeqLock)
Mitigate LRU struct tearing using SeqLock
May 24, 2024
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If the cache entry is a value type larger than the native pointer size (e.g. a Guid), writes are not atomic and if the value is updated and read concurrently, readers may see a torn value.
There are at least two ways to solve this:
Option 1 is preferred, because option 2 can make cache size unstable (stale values consume queue slots, pushing out live cache entries).
SeqLock pros and cons:
ConcurrentLruSoakTests.WhenValueIsBigStructNoLiveLock
vsLruItemSoakTests.DetectTornStruct
). Updating the same item in an extremely tight loop is not the common case. Live lock is mitigated in this improved version, but requires more memory and returns a stale result.Atomic/Scoped etc.
The update code paths for atomic/scoped caches generate new wrapper class instances and call cache update to replace the object. They are therefore not susceptible to torn reads - the structs inside them are not changed after the wrapper is created.
Using a lock statement (be8f0ed)
Naive implementation using a C# lock statement added to read makes LRU roughly the same latency as LFU with a Guid value. Since
LruItem
is already locked on update, torn reads are prevented by the lock. This comes with the overhead of the lock, which results in lock contention for concurrent reads.Read throughput is significantly reduced:
Using SeqLock (87fcd06)
See SeqLock. This is a good fit for our scenario, because we already have a single threaded update, and we can keep reads lock free and fast.