How to Implement a 64-Bit Atomic Counter Using Only 32-Bit Atomics?
Jan 04, 2025 pm 04:52 PM
Implementing a 64-Bit Atomic Counter with 32-Bit Atomics
Introduction:
This article addresses the design and implementation of a 64-bit atomic counter using 32-bit atomic operations. It aims to provide efficient, lock-free access to a shared counter, particularly suitable for scenarios with multiple readers and a single writer.
Design Considerations:
The proposed design is based on the concept of a "SeqLock," which leverages a 32-bit generation count with a low bit used as a read-lock mechanism.
Code Implementation:
class counter {
atomic<uint32_t> lo_;
atomic<uint32_t> hi_;
atomic<uint32_t> gen_;
uint64_t read() const {
auto acquire = memory_order_acquire;
uint32_t lo, hi, gen1, gen2;
do {
gen1 = gen_.load(acquire);
lo = lo_.load(acquire);
hi = hi_.load(acquire);
gen2 = gen_.load(acquire);
} while (gen1 != gen2 || (gen1 & 1));
return (uint64_t(hi) << 32) | lo;
}
void increment() {
auto release = memory_order_release;
gen_.fetch_add(1, release);
uint32_t newlo = 1 + lo_.fetch_add(1, release);
if (newlo == 0) {
hi_.fetch_add(1, release);
}
gen_.fetch_add(1, release);
}
};Design Evaluation:
- Correctness: The design provides a valid implementation of a 64-bit atomic counter, preventing race conditions and ensuring that all threads see consistent values.
- Efficiency: The use of 32-bit atomics instead of 64-bit atomics improves performance, especially in systems where 64-bit atomic operations are expensive.
- Lock-freeness: The SeqLock design eliminates the need for locks, resulting in highly concurrent access to the counter.
Alternative Solution:
It is important to note that atomic read-modify-write (RMW) operations may not be necessary for the increment operation. Instead, a more efficient approach is to use pure loads and stores with release memory ordering:
void increment() {
auto release = memory_order_release;
uint64_t count = lo_.load(release) | (uint64_t(hi_.load(release)) << 32);
count++;
lo_.store(count & uint32_t(-1), release);
hi_.store((count >> 32) & uint32_t(-1), release);
}
Conclusion:
The proposed implementation provides an efficient and correct solution for creating a 64-bit atomic counter using 32-bit atomics. The SeqLock design ensures that the counter operates without locks while allowing multiple readers and a single writer to operate concurrently without introducing data races.
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