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Thread Pooling in C 11
Challenge:
Creating and managing threads can be expensive, especially if repeated for each task. How can we create a thread pool that allows us to send multiple tasks to a pool of threads, avoiding the overhead of thread creation?
Answer:
Implementing a thread pool in C 11 involves creating a class that manages a collection of threads that can be reused to execute tasks. Here's a breakdown of the key aspects:
Implementing the ThreadPool Class:
The ThreadPool class defines the interface for creating, managing, and stopping a thread pool.
1. ThreadPool::Start:
Initializes the thread pool by creating the specified number of threads. These threads will execute an infinite loop, waiting for tasks.
2. ThreadPool::ThreadLoop:
The infinite loop that each thread in the pool executes. It continuously checks for new tasks, executes them, and repeats until termination is signaled.
3. ThreadPool::QueueJob:
Adds a task to the thread pool queue. The task is a function object that defines the work to be done.
4. ThreadPool::busy:
Checks if the thread pool has any pending tasks.
5. ThreadPool::Stop:
Terminates the thread pool, waiting for all threads to finish their current tasks.
Integrating the ThreadPool:
Once the ThreadPool class is defined, you can use it as follows:
thread_pool->QueueJob([] { /* ... */ });
Example:
std::vector<std::thread> workers; int total = 4; int arr[4] = {0}; void each_thread_does(int i) { arr[i] += 2; } int main() { // ThreadPool Example ThreadPool thread_pool; thread_pool.Start(); for (int i = 0; i < 8; ++i) { for (int j = 0; j < 4; ++j) { thread_pool.QueueJob(std::bind(each_thread_does, j)); } } // Wait for the thread pool to complete while (thread_pool.busy()) {} thread_pool.Stop(); arr[4] = std::min_element(arr, arr + 4); return 0; }
This example demonstrates how to create a thread pool using the provided class and submit multiple tasks to the pool without the need for repetitive thread creation and deletion.
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