关键词: 预测, 响应时间, 负载均衡

Abstract: since grid resources are autonomic，heterogeneous，distributed and their status change over time.In this paper，a prediction based response time grid scheduling approach is presented.In this approach，grid scheduler utilizes recent resource performance data，such as recent task submitting time and execution time of task，latency of net communicating to predict the coming response time of grid resources，then the tasks are submitted to the low load resource .Comparing this dynamic grid scheduling approach with some other research，this approach is more generous than other scheduling approaches.Experimental results demonstrate that this approach diminishes latency and contributes to the overall grid load balancing，which significantly improves resource utilization，and shorten response time of tasks using the performance prediction versus a random selection of resources.

Key words: prediction, response time, load-balance