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A mixed integer linear programming model for real-time task scheduling in multiprocessor computer system
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نویسنده
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oluwadare s.a. ,akinnuli b.o.
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منبع
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journal of information and communication technology - 2012 - دوره : 11 - شماره : 1 - صفحه:17 -36
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چکیده
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There has been an upsurge in real-time multimedia applications in recent time. on a network,the ability of an average uniprocessor computer to handle such data may be limited due to the large size of such data. also,there may be a high number of concurrent users who may want to retrieve data and the need to process them in real-time; and in continuous stream. this may lead to low quality service and deadline misses. the advent of multi-processor systems offers a more efficient way of processing multimedia data in real-time. with the development of appropriate scheduling algorithm,another challenge is the mode of assigning tasks in multi-processor systems. this calls for the use of an appropriate mathematical model that will take cognizance of the nature of variables involved. in this research work,a mixed integer linear programming model was developed to assign tasks in a multiprocessor system. the model was used to assign tasks to multi-processor systems ranging between 5 and 10 homogenous processors. the result of the simulation runs shows that with the appropriate scheduling algorithm,a high success rate ratio and guaranteed number of deadlines met could be achieved.
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کلیدواژه
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Genetic algorithms; Multimedia; Multiprocessor systems; Simulation; Task scheduling
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آدرس
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department of computer science,federal university of technology, Nigeria, department of mechanical engineering,federal university of technology, Nigeria
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Authors
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