Even though a task scheduler can help with alleviating the burden of having to distribute small pieces of work to different threads, it cannot help preventing a few issues common in multi-threaded programming, especially in multi-processor environments.
Building a load-balanced task scheduler – Part 4: False sharing
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Molecular Musings 