关键词: Hadoop, 资源感知调度器, 蚁群算法

Abstract: By studying the colony algorithm, analyzing the deficiency of existing Hadoop scheduler, a resource-aware scheduler based on ant colony algorithm is proposed. It  can be more comprehensive and more scientific to assign tasks and improve the operating performance of the overall architecture. The experiment shows that, the resource-aware scheduler has not improved the performance markedly in isomorphic situation, however, it can significantly increase performance in isomerism situation. This resource-aware scheduler can improve the calculation speed of the system and reduce the computing time.

Key words: Hadoop, resource-aware scheduler, ant colony algorithm