Название: Task Scheduling for Multi-core and Parallel Architectures: Challenges, Solutions and Perspectives
Автор: Quan Chen, Minyi Guo
Издательство: Springer
ISBN: 9811062374
Год: 2017
Страниц: 251
Язык: английский
Формат: pdf, epub
Размер: 10.07 MB
Computers play an indispensable role in almost all scientific fields and disciplines such as biomedicine, physical simulations, computational chemistry, and astronautics. In order to fulfill the urgent requirement for high computational capacity (for example, huge amount of computational capacity is required in big data analysis), technologies of parallel computing and resource management increasingly grow. Nowadays, multi-core processors have become mainstream in both research and real-world settings, from warehouse-scale datacenter, personal desktops, laptops, to smartphones, since they demonstrate the superior performance per watt and the larger computational capacity compared to the traditional single-core processors. For these widely used parallel systems, a key problem is how to schedule the tasks to efficiently utilize the hardware, improve the performance, and guarantee the Quality-of-Service.