Identify and fix deadlock in locked code
Multithreaded Deadlock: Diagnosis and Resolution
This problem involves diagnosing and resolving a deadlock scenario in concurrent code. You are given a context where multiple threads acquire shared resources protected by multiple locks, and due to inconsistent lock acquisition orders, deadlocks occasionally occur.
Scenario
Assume two shared resources, A and B, each protected by its own std::mutex (mA and mB respectively). Different threads may attempt to acquire these locks in varying sequences. An example in C++ is provided:
std::mutex mA;
std::mutex mB;
void thread1() {
std::unique_lock<std::mutex> lA(mA);
// ... do some work
std::unique_lock<std::mutex> lB(mB);
// critical section using A and B
}
void thread2() {
std::unique_lock<std::mutex> lB(mB);
// ... do some work
std::unique_lock<std::mutex> lA(mA);
// critical section using B and A
}
Tasks
- Identify the Deadlock: Describe the precise sequence of operations (interleaving) between
thread1andthread2that leads to a deadlock. - Propose Code Fixes: Provide specific code changes to the example to prevent deadlocks from occurring.
- Discuss Techniques and Trade-offs: Elaborate on various strategies for deadlock prevention and resolution, including:
- Consistent lock ordering
- Using
try_lockwith backoff mechanisms - Implementing lock timeouts
- Modifying lock granularity
AI interview prep
Core dilemma
Ensuring concurrent access to multiple shared resources without introducing deadlocks, while balancing simplicity, performance, and robustness.
3 tradeoffs and 2 stress tests locked
Interview prep
Unlock the interviewer X-Ray rubric, tradeoff matrix, stress tests, clarifying questions, and key concepts.
Identify and fix deadlock in locked code
Multithreaded Deadlock: Diagnosis and Resolution
This problem involves diagnosing and resolving a deadlock scenario in concurrent code. You are given a context where multiple threads acquire shared resources protected by multiple locks, and due to inconsistent lock acquisition orders, deadlocks occasionally occur.
Scenario
Assume two shared resources, A and B, each protected by its own std::mutex (mA and mB respectively). Different threads may attempt to acquire these locks in varying sequences. An example in C++ is provided:
std::mutex mA;
std::mutex mB;
void thread1() {
std::unique_lock<std::mutex> lA(mA);
// ... do some work
std::unique_lock<std::mutex> lB(mB);
// critical section using A and B
}
void thread2() {
std::unique_lock<std::mutex> lB(mB);
// ... do some work
std::unique_lock<std::mutex> lA(mA);
// critical section using B and A
}
Tasks
- Identify the Deadlock: Describe the precise sequence of operations (interleaving) between
thread1andthread2that leads to a deadlock. - Propose Code Fixes: Provide specific code changes to the example to prevent deadlocks from occurring.
- Discuss Techniques and Trade-offs: Elaborate on various strategies for deadlock prevention and resolution, including:
- Consistent lock ordering
- Using
try_lockwith backoff mechanisms - Implementing lock timeouts
- Modifying lock granularity