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Lock-Free Progress Guarantees in a Circular Buffer Queue
The concept of lock-free algorithms ensures the ability of at least one thread to make continuous progress, regardless of the actions of other threads. However, this definition sometimes faces ambiguity, especially in the context of concurrency libraries such as liblfds.
Liblfds employs custom atomics and memory barriers for its bounded queue implementation. Although the algorithm may appear efficient, its lock-free nature remains questionable.
Enforcing Progress:
The PUSH algorithm reserves a slot in the queue for user data. However, until the sequence_number is updated, the slot remains inaccessible for POP operations. This dependence on successful PUSH completion creates a situation where other threads can be blocked or delayed, indicating a possible lack of progress guarantees.
Evaluating the Algorithm:
The algorithm does not strictly meet the definition of lock-free as proposed by the author. The combination of m_write_index and s.sequence_number acts as a per-element mutex, leading to potential failures in the presence of a suspended thread that has reserved a slot.
Assessing Performance and Functional Aspects:
Performance:
Immunity to Context Switch:
Functional Limitations:
Conclusion:
While the liblfds queue implementation may offer some performance benefits, its lock-free nature is questionable due to the dependence on successful PUSH completion. It does not fully satisfy the strict definition of progress guarantees, and certain edge cases can lead to progress blocking or even failure.
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