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Multi-Threaded Programming With POSIX Threads. This tutorial is an proofreading australia attempt to help you become familiar with multi-threaded programming with the POSIX threads (pthreads) library, and attempts to show how its features can be used in real-life programs. It explains the different tools defined by the library, shows how to use them, and then gives an example of using them to solve programming problems. There is an implicit assumption that the be alsome essay, user has some theoretical familiarity with paralell programming (or multi-processing) concepts. Users without such background might find the australia, concepts harder to grasp. Cheap Evaluation Of A Statement United States! A seperate tutorial will be prepared to service australia … explain the theoreticl background and online evaluation of a statement about, terms to those who are familiar only with normal serial programming.

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After we finished using a mutex, we should destroy it. Finished using means no thread needs it at all. If only one thread finished with the mutex, it should leave it alive, for the other threads that might still need to use it. Once all finished using it, the last one can destroy it using the pthread_mutex_destroy() function: Using A Mutex - A Complete Example. After we have seen the notes papers and theses, full life cycle of proofreading service … a mutex, lets see an example program that uses a mutex. The program introduces two employees competing for the employee of the day title, and papers and theses, the glory that comes with it. To simulate that in a rapid pace, the essay, program employs 3 threads: one that promotes Danny to papers employee of the day, one that promotes Moshe to that situation, and australia, a third thread that makes sure that the order essay of a about, employee of the day's contents is consistent (i.e. contains exactly the data of one employee).

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Naturally, if all threads are blocked waiting for a mutex, none of them will ever come back to life again. Notes Papers And Theses! The pthread library keeps track of such situations, and thus would fail the last thread trying to call pthread_mutex_lock() , with an error of type EDEADLK . The programmer should check for such a value, and take steps to solve the deadlock somehow. Refined Synchronization - Condition Variables. As we've seen before with mutexes, they allow for simple coordination - exclusive access to a resource. However, we often need to be able to make real synchronization between threads: In a server, one thread reads requests from clients, and dispatches them to several threads for handling. These threads need to proofreading australia be notified when there is data to process, otherwise they should wait without consuming CPU time. In a GUI (Graphical User Interface) Application, one thread reads user input, another handles graphical output, and a third thread sends requests to a server and handles its replies.

The server-handling thread needs to be able to notify the buy research papers online cheap on non - starch of coconut, graphics-drawing thread when a reply from the server arrived, so it will immediately show it to the user. The user-input thread needs to be always responsive to the user, for example, to allow her to cancel long operations currently executed by the server-handling thread. All these examples require the ability to service send notifications between threads. This is where condition variables are brought into the picture. A condition variable is a mechanism that allows threads to wait (without wasting CPU cycles) for some even to occur. Several threads may wait on a condition variable, until some other thread signals this condition variable (thus sending a notification). Order Essay Online Of A About United States! At this time, one of the threads waiting on this condition variable wakes up, and can act on proofreading service australia, the event. It is possible to buy research papers assistant assignment 1 also wake up all threads waiting on this condition variable by using a broadcast method on proofreading australia, this variable. Note that a condition variable does not provide locking.

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It is also not remembered for future use - if after the signaling function returns another thread starts waiting on this condition variable, a further signal is required to wake it up. If one thread signals the condition variable, other threads would probably want to wait for this signal. They may do so using one of two functions, pthread_cond_wait() or pthread_cond_timedwait() . Buy Research Papers Online A Christian Worldview! Each of these functions takes a condition variable, and a mutex (which should be locked before calling the wait function), unlocks the essay, mutex, and waits until the buy research cheap assignment, condition variable is signaled, suspending the thread's execution. Essay Australia! If this signaling causes the thread to awake (see discussion of on Frank Serpico: pthread_cond_signal() earlier), the mutex is automagically locked again by the wait funciton, and essay …, the wait function returns. The only effect temperature on non - starch flour, difference between these two functions is that pthread_cond_timedwait() allows the proofreading service …, programmer to specify a timeout for the waiting, after which the function always returns, with a proper error value (ETIMEDOUT) to notify that condition variable was NOT signaled before the timeout passed. The pthread_cond_wait() would wait indefinitely if it was never signaled. Here is how to use these two functions. We make the assumption that 'got_request' is a properly initialized condition variable, and that 'request_mutex' is a properly initialized mutex. Order Of A About! First, we try the pthread_cond_wait() function: Note: it might be that a condition variable that has 2 or more threads waiting on it is signaled many times, and yet one of the threads waiting on it never awakened. This is because we are not guaranteed which of the waiting threads is awakened when the evaluation of a about, variable is signaled.

It might be that the awakened thread quickly comes back to waiting on the condition variables, and gets awakened again when the variable is signaled again, and so on. The situation for essay proofreading service australia, the un-awakened thread is called 'starvation'. It is papers online a christian up to essay service australia the programmer to make sure this situation does not occur if it implies bad behavior. Yet, in our server example from before, this situation might indicate requests are coming in a very slow pace, and thus perhaps we have too many threads waiting to order essay online cheap evaluation statement service requests. In this case, this situation is actually good, as it means every request is handled immediately when it arrives. Note 2: when the mutex is being broadcast (using pthread_cond_broadcast), this does not mean all threads are running together. Notes On Writing Papers And Theses! Each of them tries to lock the mutex again before returning from their wait function, and thus they'll start running one by essay proofreading service australia …, one, each one locking the mutex, doing their work, and freeing the mutex before the next thread gets its chance to run. After we are done using a condition variable, we should destroy it, to free any system resources it might be using. Online Teaching Assignment! This can be done using the pthread_cond_destroy() . In order for this to work, there should be no threads waiting on this condition variable.

Here is how to essay service … use this function, again, assuming 'got_request' is cheap polysaccharide of coconut a pre-initialized condition variable: A Real Condition For A Condition Variable. A note should be taken about condition variables - they are usually pointless without some real condition checking combined with them. To make this clear, lets consider the server example we introduced earlier. Essay Proofreading …! Assume that we use the 'got_request' condition variable to how to essay signal that a new request has arrived that needs handling, and is held in some requests queue. If we had threads waiting on the condition variable when this variable is signaled, we are assured that one of these threads will awake and handle this request. However, what if all threads are busy handling previous requests, when a new one arrives? the signaling of the service australia …, condition variable will do nothing (since all threads are busy doing other things, NOT waiting on how to, the condition variable now), and after all threads finish handling their current request, they come back to wait on the variable, which won't necessarily be signaled again (for example, if no new requests arrive). Thus, there is at least one request pending, while all handling threads are blocked, waiting for a signal. In order to overcome this problem, we may set some integer variable to denote the number of pending requests, and have each thread check the value of this variable before waiting on the variable. If this variable's value is positive, some request is pending, and the thread should go and handle it, instead of going to proofreading service australia sleep.

Further more, a thread that handled a request, should reduce the value of how to be alsome essay this variable by one, to make the proofreading service australia …, count correct. Lets see how this affects the waiting code we have seen above. Using A Condition Variable - A Complete Example. As an buy research papers online cheap effect of baking temperature on non - starch of coconut example for the actual usage of condition variables, we will show a program that simulates the server we have described earlier - one thread, the receiver, gets client requests. It inserts the requests to essay proofreading a linked list, and a hoard of threads, the handlers, are handling these requests. For simplicity, in our simulation, the receiver thread creates requests and does not read them from real clients. The program source is available in the file thread-pool-server.c, and contains many comments. Cheap About United States! Please read the source file first, and then read the essay proofreading service australia …, following clarifying notes. Buy Research Papers Cheap Assistant! The 'main' function first launches the handler threads, and then performs the chore of the proofreading australia, receiver thread, via its main loop.

A single mutex is papers online cheap a christian essay used both to proofreading service protect the buy research papers effect temperature on non polysaccharide flour, condition variable, and to protect the linked list of essay service australia waiting requests. This simplifies the design. As an exercise, you may think how to divide these roles into two mutexes. The mutex itself MUST be a recursive mutex. In order to buy research papers cheap assistant 1 see why, look at proofreading …, the code of the how to be alsome, 'handle_requests_loop' function. You will notice that it first locks the mutex, and afterwards calls the 'get_request' function, which locks the essay australia, mutex again. Order Essay Online Evaluation Statement United States! If we used a non-recursive mutex, we'd get locked indefinitely in the mutex locking operation of the 'get_request' function. You may argue that we could remove the mutex locking in the 'get_request' function, and thus remove the double-locking problem, but this is a flawed design - in proofreading service a larger program, we might call the 'get_request' function from other places in the code, and we'll need to check for proper locking of the mutex in each of them. As a rule, when using recursive mutexes, we should try to make sure that each lock operation is accompanied by notes papers and theses, a matching unlock operation in the same function. Otherwise, it will be very hard to make sure that after locking the essay proofreading service …, mutex several times, it is being unlocked the same number of be alsome essay times, and deadlocks would occur.

The implicit unlocking and re-locking of the mutex on the call to proofreading service australia … the pthread_cond_wait() function is confusing at first. Buy Research Papers Effect On Non Polysaccharide Flour! It is best to add a comment regarding this behavior in the code, or else someone that reads this code might accidentally add a further mutex lock. Private thread data - Thread-Specific Data. In normal, single-thread programs, we sometimes find the essay proofreading service australia, need to use a global variable. It is frequently a bad practice to have global variables, but they sometimes do come handy. Especially if they are static variables - meaning, they are recognized only on the scope of order online of a united states a single file. In multi-threaded programs, we also might find a need for such variables. We should note, however, that the same variable is accessible from all the threads, so we need to protect access to it using a mutex, which is extra overhead. Further more, we sometimes need to have a variable that is 'global', but only for a specific thread. Or the proofreading australia, same 'global' variable should have different values in different threads. For example, consider a program that needs to have one globally accessible linked list in each thread, but not the essay, same list.

Further, we want the proofreading service, same code to how to essay be executed by all threads. In this case, the global pointer to the start of the list should be point to australia … a different address in each thread. In order to Thesis have such a pointer, we need a mechanism that enables the same global variable to have a different location in memory. This is what the thread-specific data mechanism is used for. Overview Of Thread-Specific Data Support. In the thread-specific data (TSD) mechanism, we have notions of keys and values. Each key has a name, and pointer to some memory area. Keys with the same name in proofreading australia … two separate threads always point to different memory locations - this is handled by the library functions that allocate memory blocks to be accessed via these keys. We have a function to create a key (invoked once per key name for essay, the whole process), a function to allocate memory (invoked separately in each thread), and functions to de-allocate this memory for proofreading …, a specific thread, and a function to destroy the key, again, process-wide. we also have functions to access the data pointed to by a key, either setting its value, or returning the order of a statement united states, value it points to. Allocating Thread-Specific Data Block.

The pthread_key_create() function is used to allocate a new key. This key now becomes valid for all threads in our process. When a key is created, the value it points to defaults to NULL. Later on each thread may change its copy of the value as it wishes. Here is how to use this function: If we created several keys, their associated destructor functions will be called in an arbitrary order, regardless of the papers online assistant assignment 1, order of essay proofreading … keys creation. If the pthread_key_create() function succeeds, it returns 0. Otherwise, it returns some error code. There is a limit of PTHREAD_KEYS_MAX keys that may exist in our process at notes and theses, any given time.

An attempt to create a key after PTHREAD_KEYS_MAX exits, will cause a return value of EAGAIN from the pthread_key_create() function. After we have created a key, we may access its value using two pthread functions: pthread_getspecific() and pthread_setspecific() . The first is used to get the value of a given key, and the second is used to proofreading service … set the data of a given key. A key's value is simply a void pointer (void*), so we can store in it anything that we want. Lets see how to use these functions. We assume that 'a_key' is a properly initialized variable of type pthread_key_t that contains a previously created key: Note that if we set the value of the online teaching assignment 1, key in one thread, and essay service australia, try to get it in another thread, we will get a NULL, since this value is distinct for each thread.

Note also that there are two cases where pthread_getspecific() might return NULL: The key supplied as a parameter is invalid (e.g. its key wasn't created). The value of this key is NULL. This means it either wasn't initialized, or was set to NULL explicitly by a previous call to papers online teaching assignment pthread_setspecific() . Deleting Thread-Specific Data Block. The pthread_key_delete() function may be used to delete keys. But do not be confused by this function's name: it does not delete memory associated with this key, nor does it call the destructor function defined during the key's creation. Thus, you still need to do memory cleanup on your own if you need to free this memory during runtime. However, since usage of global variables (and thus also thread-specific data), you usually don't need to free this memory until the thread terminate, in which case the pthread library will invoke your destructor functions anyway. Using this function is simple. Assuming list_key is a pthread_key_t variable pointing to a properly created key, use this function like this:

Thread Cancellation And Termination. As we create threads, we need to think about terminating them as well. There are several issues involved here. We need to be able to terminate threads cleanly. Unlike processes, where a very ugly method of using signals is used, the folks that designed the pthreads library were a little more thoughtful. So they supplied us with a whole system of canceling a thread, cleaning up after a thread, and so on. We will discuss these methods here. When we want to terminate a thread, we can use the australia, pthread_cancel function. This function gets a thread ID as a parameter, and sends a cancellation request to this thread. What this thread does with this request depends on its state.

It might act on it immediately, it might act on it when it gets to a cancellation point (discussed below), or it might completely ignore it. We'll see later how to set the state of a thread and define how it acts on cancellation requests. Teaching Assistant Assignment! Lets first see how to use the cancel function. We assume that 'thr_id' is a variable of type pthread_id containing the ID of a running thread: Setting Thread Cancellation State. A thread's cancel state may be modified using several methods. The first is by using the pthread_setcancelstate() function.

This function defines whether the thread will accept cancellation requests or not. The function takes two arguments. Essay Service! One that sets the new cancel state, and one into which the previous cancel state is stored by be alsome, the function. Here is how it is used: A similar function, named pthread_setcanceltype() is used to define how a thread responds to a cancellation request, assuming it is in the 'ENABLED' cancel state.

One option is to handle the request immediately (asynchronously). The other is to proofreading service australia … defer the request until a cancellation point. To set the first option (asynchronous cancellation), do something like: You might wonder - What if i never set the cancellation state or type of a thread?. Well, in such a case, the pthread_create() function automatically sets the thread to enabled deferred cancellation, that is, PTHREAD_CANCEL_ENABLE for the cancel mode, and notes papers and theses, PTHREAD_CANCEL_DEFERRED for the cancel type.

As we've seen, a thread might be in a state where it does not handle cancel requests immediately, but rather defers them until it reaches a cancellation point. So what are these cancellation points? In general, any function that might suspend the execution of a thread for a long time, should be a cancellation point. In practice, this depends on the specific implementation, and how conformant it is to the relevant POSIX standard (and which version of the standard it conforms to. ). The following set of pthread functions serve as cancellation points: pthread_join() pthread_cond_wait() pthread_cond_timedwait() pthread_testcancel() sem_wait() sigwait() This means that if a thread executes any of these functions, it'll check for deferred cancel requests. Australia! If there is one, it will execute the cancellation sequence, and terminate. Out of these functions, pthread_testcancel() is buy research papers cheap unique - it's only purpose is to test whether a cancellation request is pending for this thread. If there is, it executes the cancellation sequence.

If not, it returns immediately. This function may be used in essay proofreading a thread that does a lot of processing without getting into a natural cancellation state. One of the features the pthreads library supplies is the ability for a thread to clean up after itself, before it exits. This is done by specifying one or more functions that will be called automatically by the pthreads library when the thread exits, either due to Statement on Frank its own will (e.g. calling pthread_exit() ), or due to it being canceled. Two functions are supplied for this purpose. The pthread_cleanup_push() function is used to add a cleanup function to the set of cleanup functions for service, the current thread. The pthread_cleanup_pop() function removes the last function added with pthread_cleanup_push() . When the Thesis Statement on Frank Serpico: An …, thread terminates, its cleanup functions are called in the reverse order of their registration. So the the last one to australia … be registered is the order of a statement states, first one to be called. When the australia …, cleanup functions are called, each one is essay supplied with one parameter, that was supplied as the second parameter to the pthread_cleanup_push() function call.

Lets see how these functions may be used. Proofreading Service! In our example we'll see how these functions may be used to clean up some memory that our thread allocates when it starts running. As we can see, we allocated some memory here, and registered a cleanup handler that will free this memory when our thread exits. After the execution of the main loop of online cheap united states our thread, we unregistered the cleanup handler. This must be done in the same function that registered the cleanup handler, and in the same nesting level, since both pthread_cleanup_pop() and pthread_cleanup_pop() functions are actually macros that add a ' ' symbol, respectively. As to the reason that we used that complex piece of code to unregister the cleanup handler, this is done to assure that our thread won't get canceled in the middle of the execution of our cleanup handler. Proofreading Service Australia! This could have happened if our thread was in papers online cheap teaching assistant 1 asynchronous cancellation mode.

Thus, we made sure it was in deferred cancellation mode, then unregistered the cleanup handler, and finally restored whatever cancellation mode our thread was in previously. Note that we still assume the thread cannot be canceled in the execution of pthread_cleanup_pop() itself - this is true, since pthread_cleanup_pop() is not a cancellation point. Sometimes it is desired for a thread to wait for the end of execution of another thread. This can be done using the pthread_join() function. It receives two parameters: a variable of proofreading service type pthread_t , denoting the thread to be joined, and an address of a void* variable, into which the exit code of the thread will be placed (or PTHREAD_CANCELED if the joined thread was canceled). The pthread_join() function suspends the Thesis on Frank Serpico:, execution of the calling thread until the service australia …, joined thread is terminated. For example, consider our earlier thread pool server. Looking back at the code, you'll see that we used an odd sleep() call before terminating the how to be alsome essay, process.

We did this since the main thread had no idea when the other threads finished processing all pending requests. We could have solved it by making the proofreading service australia …, main thread run a loop of checking if no more requests are pending, but that would be a busy loop. A cleaner way of implementing this, is by adding three changes to the code: Tell the handler threads when we are done creating requests, by setting some flag. Make the threads check, whenever the requests queue is empty, whether or not new requests are supposed to be generated. If not, then the thread should exit. Make the main thread wait for the end of execution of each of the threads it spawned. The first 2 changes are rather easy. We create a global variable named 'done_creating_requests' and set it to '0' initially. Each thread checks the contents of this variable every time before it intends to go to wait on the condition variable (i.e. the requests queue is empty). The main thread is modified to set this variable to Thesis Serpico: '1' after it finished generating all requests.

Then the condition variable is being broadcast, in case any of the threads is waiting on it, to essay service australia … make sure all threads go and check the 'done_creating_requests' flag. The last change is done using a pthread_join() loop: call pthread_join() once for each handler thread. This way, we know that only after all handler threads have exited, this loop is finished, and buy research papers online a christian worldview, then we may safely terminate the process. If we didn't use this loop, we might terminate the process while one of the handler threads is still handling a request. The modified program is available in australia the file named thread-pool-server-with-join.c. Look for the word 'CHANGE' (in capital letters) to buy research online cheap a christian see the locations of the three changes. We have seen how threads can be joined using the pthread_join() function. In fact, threads that are in essay australia a 'join-able' state, must be joined by other threads, or else their memory resources will not be fully cleaned out. Cheap Effect Of Baking On Non Of Coconut Flour! This is similar to what happens with processes whose parents didn't clean up after them (also called 'orphan' or 'zombie' processes). If we have a thread that we wish would exit whenever it wants without the need to join it, we should put it in essay the detached state. Buy Research Papers Worldview! This can be done either with appropriate flags to the pthread_create() function, or by using the pthread_detach() function.

We'll consider the second option in our tutorial. The pthread_detach() function gets one parameter, of type pthread_t , that denotes the thread we wish to put in the detached state. For example, we can create a thread and australia, immediately detach it with a code similar to this: Threads Cancellation - A Complete Example. Our next example is how to much larger then the australia, previous examples. It demonstrates how one could write a multi-threaded program in C, in order evaluation of a statement states a more or less clean manner. We take our previous thread-pool server, and enhance it in service australia … two ways. First, we add the ability to on writing and theses tune the number of handler threads based on the requests load. Essay Australia …! New threads are created if the requests queue becomes too large, and after the online 1, queue becomes shorter again, extra threads are canceled.

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However, because we only access this pool from one thread, the main thread, we don't need to protect it using a mutex. Buy Research Papers Online Assignment! This saves some overhead caused by proofreading australia …, mutexes. the online cheap on non of coconut flour, overhead is small, but for a busy server, it might begin to become noticeable. main.c - and finally, the main function to rule them all, and in essay the system bind them. This function creates a requests queue, creates a threads pool, creates few handler threads, and then starts generating requests. After adding a request to the queue, it checks the queue size and the number of active handler threads, and adjusts the number of threads to the size of the queue. We use a simple water-marks algorithm here, but as you can see from the code, it can be easily be replaced by a more sophisticated algorithm.

In our water-marks algorithm implementation, when the a christian essay, high water-mark is reached, we start creating new handler threads, to proofreading australia empty the queue faster. Buy Research Online Temperature On Non Flour! Later, when the low water-mark is reached, we start canceling the extra threads, until we are left with the original number of service australia handler threads. After rewriting the papers online cheap teaching, program in a more manageable manner, we added code that uses the newly learned pthreads functions, as follows: Each handler thread created puts itself in the deferred cancellation mode. This makes sure that when it gets canceled, it can finish handling its current request, before terminating. Each handler thread also registers a cleanup function, to essay proofreading australia … unlock the buy research cheap effect on non flour, mutex when it terminates. This is done, since a thread is most likely to get canceled when calling pthread_cond_wait() , which is essay service a cancellation point. Since the function is called with the mutex locked, it might cause the buy research papers online cheap assistant assignment, thread to exit and proofreading australia …, cause all other threads to 'hang' on the mutex. Thus, unlocking the mutex in a cleanup handler (registered with the pthread_cleanup_push() function) is the proper solution. Finally, the main thread is set to clean up properly, and not brutally, as we did before. When it wishes to terminate, it calls the 'delete_handler_threads_pool()' function, which calls pthread_join for each remaining handler thread.

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It is initialized to order evaluation of a united states '0', but if the user-input thread receives a cancellation request (the user pressing 'e'), it sets this flag to '1', signals the condition variable, and terminates. Essay Proofreading Service! The line-counting thread will signal the condition variable only after it finished its computation.

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