I'm currently learning Android programming and I'm doing my first application using VS 2017 in C# (Xamarin). Right now I'm trying to understand how to split a complex computation into several threads - more accurately, the features I should look into.
Now, what I want to do is to iterate over all possible values of an unsigned int and perform some computation on it. It's a search, so some of those numbers will be of interest and I need the threads to update a progress bar and some view containing any results found so far. The complexity here is the huge number of operations that will be performed.
I've looked into Async Tasks, Thread Pool Executor, Thread Factory, Blocking Queues and Runnables. So I'm thinking a Thread Pool sounds like the way to go, especially by specifying how many processors are available and how many threads can be used.
Going by this SO question/answer, I would use an Async Task for a short operation and Java threads for more complex operations. So, despite using C# Xamarin, I guess I'm looking into Javal.Util.Concurrent.Thread's..
My goal with all this, is to allow the user to start this complex task and pause it at any point, or abort, as well as save the search state at any point to resume later. To do this, I want to subdivide this search on all possible uint values into multiple tasks - perhaps thousands of small tasks that could be executed by worker threads. For the pause feature, I was thinking the example in Android's documentation, that I previously linked, which implements Pause/Resume methods in a custom Thread Pool Executor. The save/store should be easy.. if my tasks are ordered all I need is to keep track of the last value tested and fruitful values.
I've setup a custom Thread Pool Executor, Factory and Runnables. However, I am quite confused as to how to do two things:
How exactly should I add runnables to the queue? And from which thread?
How, and where, do I know when the search was completed? What happens to the minimum number of threads in the Thread Pool Executor when the job is completed? I want to destroy all the threads when it's over.
In my operations I could have thousands of tasks. In fact, I can decide between 4096 large tasks, or 65536 smaller tasks. They can be identified by a range of uints to be checked, or a single uint index. But either way I know ahead of time how many they are and I think it would be more efficient if I didn't have to create that many runnables... Is there a way I can customize how the threads will pick up their next work from the Queue?
Or perhaps the Thread Pool Executor is just not the right tool for what I'm trying to achieve here?
I'm mostly looking for some insight on the multithreading tools available in Android and how can I go about implementing a proper solution for my problem.