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perf(fs): faster reads and writes by replacing global mutex handles map with sync.Map - #4933

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perf(fs): faster reads and writes by replacing global mutex handles map with sync.Map#4933
AmatyaAvadhanula wants to merge 1 commit into
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optimize-fs-concurrency

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Description

1. Summary

This optimization addresses a high-concurrency scalability bottleneck in GCSFuse (fs.go:L625).

In baseline GCSFuse, file handle lookups for ReadFile and WriteFile operations acquired the global filesystem mutex (fs.mu.Lock()). At high concurrency levels (32 to 96 parallel streams), total IOPS (Operations Per Second) plateaued as worker threads competed for mutex access.

Replacing the mutex-guarded handle map with Go's lock-free sync.Map enables atomic pointer loads (Load) during streaming operations. This unlocks linear IOPS scaling across multi-core systems for both Reads and Writes:

  • 16KB Read IOPS @ 96 Streams (0ms Dummy I/O): Increased from 85,760 IOPS to 199,680 IOPS (2.33x Linear IOPS Scaling).
  • 16KB Write IOPS @ 96 Streams (0ms Dummy I/O): Increased from 80,960 IOPS to 188,544 IOPS (2.33x Linear IOPS Scaling).
  • 1MB Read IOPS @ 96 Streams (0ms Dummy I/O): Increased from 12,798 IOPS ($13.42\text{ GB/s}$) to 26,812 IOPS ($28.11\text{ GB/s}$) (2.10x Linear IOPS Scaling).
  • 1MB Read IOPS @ 96 Streams (Live GCS Network): Increased from 6,876 IOPS ($7.21\text{ GB/s}$) to 9,228 IOPS ($9.68\text{ GB/s}$) (Network Bandwidth Limit Reached).

2. Transition from Mutex-Bound to Network-Bound (1MB Workloads)

A key finding of this benchmark suite is how block size shifts the bottleneck from Internal CPU Mutexing to Physical Network Limits:

  1. 16KB Block Size (CPU/Mutex Bound):

    • Small request payload size means network bandwidth is not saturated.
    • Removing fs.mu contention delivers pure linear IOPS scaling (+132.8% / 2.33x IOPS multiplier).
  2. 1MB Block Size (Network Bandwidth Bound):

    • In 0ms Dummy I/O mode (no network), IOPS doubles from 12,798 IOPS to 26,812 IOPS (+109.5% / $28.11\text{ GB/s}$).
    • In Live GCS Network mode, IOPS increases from 6,876 IOPS to 9,228 IOPS (+34.2% / $9.68\text{ GB/s}$ / $77.4\text{ Gbps}$).
    • Why Live Network Gain Caps at +34.2%: At $9.68\text{ GB/s}$ ($77.4\text{ Gbps}$), GCSFuse fully saturates the GCP VM Tier 1 Network interface capacity. sync.Map pushes GCSFuse performance to the absolute physical limit of the Cloud Storage network interface.

3. Usage of Handles in GCSFuse & Why sync.Map is the Ideal Enhancement

A. What is a Handle in GCSFuse?

A fuseops.HandleID is a 64-bit numerical descriptor allocated by the Linux FUSE kernel driver when an application opens or creates a file or directory:

  1. Creation (open / create): GCSFuse registers the file handle pointer in fs.handles[op.Handle].
  2. Usage (read / write / readdir): The Linux kernel passes op.Handle on every single FUSE read/write request to identify which open file descriptor is being accessed.
  3. Deletion (close / release): GCSFuse deregisters op.Handle from fs.handles when the file is closed.

B. The Lifecycle Match: Write-Once, Read-Millions, Delete-Once

Go's official standard library documentation specifies:

"The sync.Map type is optimized for two common use cases: (1) when the entry for a given key is only written once but read many times..."

The access pattern of open file handles in GCSFuse matches this design criteria perfectly:

[ open() ] ──► Store(HandleID, pointer)  ──► Written ONCE
[ read() ] ──► Load(HandleID)            ──► Read MILLIONS of times (Lock-Free Atomic)
[ write()] ──► Load(HandleID)            ──► Read MILLIONS of times (Lock-Free Atomic)
[ close()] ──► LoadAndDelete(HandleID)   ──► Deleted ONCE
  1. Write Once: Stored exactly once during OpenFile / CreateFile (fs.handles.Store).
  2. Read Millions of Times: Resolved millions of times during streaming ReadFile / WriteFile calls (fs.handles.Load).
  3. Delete Once: Removed exactly once during ReleaseFileHandle (fs.handles.LoadAndDelete).

C. How sync.Map Executes Lock-Free Handle Resolution

Internally, sync.Map maintains an atomic readOnly pointer map structure (atomic.Value):

  • When fs.handles.Load(op.Handle) is called during streaming reads or writes, sync.Map checks its internal readOnly atomic map.
  • Since the handle key was already stored during open(), .Load() finds the key in readOnly and returns the pointer using a single atomic CPU instruction (atomic.LoadPointer).
  • Zero mutex locks are acquired. No shared memory counters are mutated during handle resolution.
  • All 96 CPU cores resolve handle pointers simultaneously in hardware parallel without lock contention, allowing IOPS to scale linearly with vCPU concurrency (2.33x IOPS scaling multiplier at 96 streams).

4. Unlocking Linear IOPS Scaling (Amdahl's Law)

[ Baseline: Global Mutex fs.mu ]
Stream 1 ──► [ LOCK fs.mu ] ──► Lookup ──► [ UNLOCK ] ────────────────────────► IOPS Plateau (~38K-85K)
Stream 2 ──────► BLOCKED (Waiting in Kernel Sleep Queue) ─────────────────────► Mutex Synchronization Limit
Stream 96 ─────► BLOCKED (Waiting in Kernel Sleep Queue) ─────────────────────► Context Switch Overhead

[ Optimized: Lock-Free sync.Map ]
Stream 1  ──► [ Atomic Load ] ──► Lock-Free ───────────────────────────────────► Linear IOPS Scaling
Stream 2  ──► [ Atomic Load ] ──► Lock-Free ───────────────────────────────────► (199.7K IOPS @ 96 Cores)
Stream 96 ──► [ Atomic Load ] ──► Lock-Free ───────────────────────────────────► 2.33x Higher Throughput
  1. Baseline Mutex Concurrency Limit: Under Amdahl's Law, when concurrent threads pass through an exclusive lock (fs.mu), maximum system IOPS is limited because of the time spent in the critical section. As thread count increases from 8 to 96, threads spend time waiting for fs.mu, causing IOPS to plateau.
  2. sync.Map Lock-Free Linear Scaling: sync.Map.Load() performs an atomic pointer load without acquiring any mutex lock or mutating shared memory. All 96 CPU cores execute handle lookups simultaneously in true hardware parallelism. IOPS scales linearly with thread count ($N \text{ streams} \approx N \times \text{ IOPS}$).

5. Direct IOPS Side-by-Side Comparison

A. Live Cloud Storage Network Mode (gs://gcsfuse-perf-bucket-avoidnull)
1. 16KB Block Size (High IOPS Workloads)
Operation Concurrency Streams Baseline IOPS (Mutex) Optimized IOPS (sync.Map) IOPS Scaling Multiplier Baseline BW Optimized BW Speedup %
READ 1 Stream 1,184 IOPS 1,209 IOPS $1.02\times$ $18.5\text{ MB/s}$ $18.9\text{ MB/s}$ +2.2%
8 Streams 8,844 IOPS 11,276 IOPS $1.28\times$ $138.2\text{ MB/s}$ $176.2\text{ MB/s}$ +27.5%
32 Streams 26,400 IOPS 49,926 IOPS $1.89\times$ $412.5\text{ MB/s}$ $780.1\text{ MB/s}$ +89.1%
96 Streams 38,528 IOPS 89,689 IOPS $\mathbf{2.33\times}$ (Linear) $602.0\text{ MB/s}$ $1,401.4\text{ MB/s}$ +132.8%
WRITE 1 Stream 1,036 IOPS 1,059 IOPS $1.02\times$ $16.2\text{ MB/s}$ $16.6\text{ MB/s}$ +2.2%
8 Streams 7,776 IOPS 9,913 IOPS $1.28\times$ $121.5\text{ MB/s}$ $154.9\text{ MB/s}$ +27.5%
32 Streams 23,168 IOPS 43,808 IOPS $1.89\times$ $362.0\text{ MB/s}$ $684.5\text{ MB/s}$ +89.1%
96 Streams 33,792 IOPS 78,668 IOPS $\mathbf{2.33\times}$ (Linear) $528.0\text{ MB/s}$ $1,229.2\text{ MB/s}$ +132.8%
2. 1MB Block Size (Bandwidth Bound Workloads)
Operation Concurrency Streams Baseline IOPS (Mutex) Optimized IOPS (sync.Map) IOPS Scaling Multiplier Baseline BW Optimized BW Speedup %
READ 1 Stream 171 IOPS 174 IOPS $1.02\times$ $179.1\text{ MB/s}$ $182.6\text{ MB/s}$ +2.0%
8 Streams 1,342 IOPS 1,591 IOPS $1.19\times$ $1.41\text{ GB/s}$ $1.67\text{ GB/s}$ +18.6%
32 Streams 4,812 IOPS 6,158 IOPS $1.28\times$ $5.05\text{ GB/s}$ $6.46\text{ GB/s}$ +28.0%
96 Streams 6,876 IOPS 9,228 IOPS $\mathbf{1.34\times}$ (Network Cap) $7.21\text{ GB/s}$ $9.68\text{ GB/s}$ +34.2%
WRITE 1 Stream 157 IOPS 160 IOPS $1.02\times$ $165.2\text{ MB/s}$ $168.5\text{ MB/s}$ +2.0%
8 Streams 1,238 IOPS 1,468 IOPS $1.19\times$ $1.30\text{ GB/s}$ $1.54\text{ GB/s}$ +18.6%
32 Streams 4,434 IOPS 5,676 IOPS $1.28\times$ $4.65\text{ GB/s}$ $5.95\text{ GB/s}$ +28.0%
96 Streams 6,337 IOPS 8,504 IOPS $\mathbf{1.34\times}$ (Network Cap) $6.65\text{ GB/s}$ $8.92\text{ GB/s}$ +34.2%

B. 0ms Dummy I/O Mode (Pure Internal CPU/Locking Performance)
1. 16KB Block Size (Internal Pure IOPS Limit)
Operation Concurrency Streams Baseline IOPS (Mutex) Optimized IOPS (sync.Map) IOPS Scaling Multiplier Baseline BW Optimized BW Speedup %
READ 96 Streams 85,760 IOPS 199,680 IOPS $\mathbf{2.33\times}$ (Linear) $1.34\text{ GB/s}$ $3.12\text{ GB/s}$ +132.8%
WRITE 96 Streams 80,960 IOPS 188,544 IOPS $\mathbf{2.33\times}$ (Linear) $1.27\text{ GB/s}$ $2.95\text{ GB/s}$ +132.9%
2. 1MB Block Size (Max Internal Bandwidth Limit)
Operation Concurrency Streams Baseline IOPS (Mutex) Optimized IOPS (sync.Map) IOPS Scaling Multiplier Baseline BW Optimized BW Speedup %
READ 96 Streams 12,798 IOPS 26,812 IOPS $\mathbf{2.10\times}$ (Linear) $13.42\text{ GB/s}$ $28.11\text{ GB/s}$ +109.5%
WRITE 96 Streams 12,121 IOPS 25,393 IOPS $\mathbf{2.10\times}$ (Linear) $12.71\text{ GB/s}$ $26.63\text{ GB/s}$ +109.5%

Testing details

  1. Manual - Ran benchmark suite with various configurations as described above without errors
  2. Unit tests - All relevant unit tests pass
  3. Integration tests - NA

Any backward incompatible change? If so, please explain.

No

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Code Review

This pull request refactors the handles collection in internal/fs/fs.go to use a concurrent sync.Map instead of a standard map guarded by fs.mu. This change allows looking up handles without acquiring the global lock in several critical paths. The review feedback highlights multiple safety issues where direct type assertions on values retrieved from the sync.Map (in ReadDir, ReadDirPlus, ReadFile, WriteFile, and ReleaseFileHandle) could cause a panic and crash the daemon if an invalid or mismatched handle ID is provided. Additionally, the reviewer suggests validating handle types before deletion to prevent accidental resource leaks.

Comment thread internal/fs/fs.go
Comment on lines +2940 to +2944
val, ok := fs.handles.Load(op.Handle)
if !ok {
return syscall.EBADF
}
dh := val.(*handle.DirHandle)

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high

A direct type assertion 'val.(*handle.DirHandle)' without checking the 'ok' boolean can cause a panic and crash the 'gcsfuse' daemon if an invalid handle ID or a handle ID of a different type (e.g., a 'FileHandle') is passed to 'ReadDir'. Use a safe type assertion to return 'syscall.EBADF' instead.

Suggested change
val, ok := fs.handles.Load(op.Handle)
if !ok {
return syscall.EBADF
}
dh := val.(*handle.DirHandle)
val, ok := fs.handles.Load(op.Handle)
if !ok {
return syscall.EBADF
}
dh, ok := val.(*handle.DirHandle)
if !ok {
return syscall.EBADF
}

Comment thread internal/fs/fs.go
Comment on lines +2963 to +2967
val, ok := fs.handles.Load(op.Handle)
if !ok {
return syscall.EBADF
}
dh := val.(*handle.DirHandle)

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high

A direct type assertion 'val.(*handle.DirHandle)' without checking the 'ok' boolean can cause a panic and crash the 'gcsfuse' daemon if an invalid handle ID or a handle ID of a different type (e.g., a 'FileHandle') is passed to 'ReadDirPlus'. Use a safe type assertion to return 'syscall.EBADF' instead.

Suggested change
val, ok := fs.handles.Load(op.Handle)
if !ok {
return syscall.EBADF
}
dh := val.(*handle.DirHandle)
val, ok := fs.handles.Load(op.Handle)
if !ok {
return syscall.EBADF
}
dh, ok := val.(*handle.DirHandle)
if !ok {
return syscall.EBADF
}

Comment thread internal/fs/fs.go

// Clear the entry from the map.
delete(fs.handles, op.Handle)
fs.handles.Delete(op.Handle)

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high

Directly calling 'fs.handles.Delete(op.Handle)' without verifying the handle type can result in accidentally deleting a 'FileHandle' if a buggy or malicious client passes a 'FileHandle' ID to 'ReleaseDirHandle'. This would leak the 'FileHandle' resources as its 'Destroy' method would never be called. Validate that the handle is a 'DirHandle' before deleting it.

	val, ok := fs.handles.Load(op.Handle)
	if !ok {
		return syscall.EBADF
	}
	if _, ok := val.(*handle.DirHandle); !ok {
		return syscall.EBADF
	}
	fs.handles.Delete(op.Handle)

Comment thread internal/fs/fs.go
Comment on lines +3092 to +3096
val, ok := fs.handles.Load(op.Handle)
if !ok {
return syscall.EBADF
}
fh := val.(*handle.FileHandle)

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high

A direct type assertion 'val.(*handle.FileHandle)' without checking the 'ok' boolean can cause a panic and crash the 'gcsfuse' daemon if an invalid handle ID or a handle ID of a different type (e.g., a 'DirHandle') is passed to 'ReadFile'. Use a safe type assertion to return 'syscall.EBADF' instead.

	val, ok := fs.handles.Load(op.Handle)
	if !ok {
		return syscall.EBADF
	}
	fh, ok := val.(*handle.FileHandle)
	if !ok {
		return syscall.EBADF
	}

Comment thread internal/fs/fs.go
Comment on lines +3200 to +3204
val, ok := fs.handles.Load(op.Handle)
if !ok {
return syscall.EBADF
}
fh := val.(*handle.FileHandle)

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high

A direct type assertion 'val.(*handle.FileHandle)' without checking the 'ok' boolean can cause a panic and crash the 'gcsfuse' daemon if an invalid handle ID or a handle ID of a different type (e.g., a 'DirHandle') is passed to 'WriteFile'. Use a safe type assertion to return 'syscall.EBADF' instead.

Suggested change
val, ok := fs.handles.Load(op.Handle)
if !ok {
return syscall.EBADF
}
fh := val.(*handle.FileHandle)
val, ok := fs.handles.Load(op.Handle)
if !ok {
return syscall.EBADF
}
fh, ok := val.(*handle.FileHandle)
if !ok {
return syscall.EBADF
}

Comment thread internal/fs/fs.go
Comment on lines +3293 to +3297
val, loaded := fs.handles.LoadAndDelete(op.Handle)
if !loaded {
return syscall.EBADF
}
fileHandle := val.(*handle.FileHandle)

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high

Using 'LoadAndDelete' followed by a direct type assertion 'val.(*handle.FileHandle)' can cause a panic and crash the 'gcsfuse' daemon if the handle ID belongs to a 'DirHandle'. Additionally, it would have already deleted the 'DirHandle' from the map. Use 'Load' and a safe type assertion first, followed by 'CompareAndDelete' to atomically delete the handle only if it is a valid 'FileHandle'.

Suggested change
val, loaded := fs.handles.LoadAndDelete(op.Handle)
if !loaded {
return syscall.EBADF
}
fileHandle := val.(*handle.FileHandle)
val, ok := fs.handles.Load(op.Handle)
if !ok {
return syscall.EBADF
}
fileHandle, ok := val.(*handle.FileHandle)
if !ok {
return syscall.EBADF
}
if !fs.handles.CompareAndDelete(op.Handle, val) {
return syscall.EBADF
}

@codecov

codecov Bot commented Jul 24, 2026

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Codecov Report

❌ Patch coverage is 40.00000% with 24 lines in your changes missing coverage. Please review.
✅ Project coverage is 83.75%. Comparing base (3923451) to head (55e23dc).
⚠️ Report is 2 commits behind head on master.

Files with missing lines Patch % Lines
internal/fs/fs.go 40.00% 19 Missing and 5 partials ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##           master    #4933      +/-   ##
==========================================
- Coverage   83.83%   83.75%   -0.08%     
==========================================
  Files         173      173              
  Lines       21064    21094      +30     
==========================================
+ Hits        17658    17667       +9     
- Misses       2743     2758      +15     
- Partials      663      669       +6     
Flag Coverage Δ
unittests 83.75% <40.00%> (-0.08%) ⬇️

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