计算机工程与应用
計算機工程與應用
계산궤공정여응용
COMPUTER ENGINEERING AND APPLICATIONS
2013年
17期
103-107
,共5页
曾蛟龙%胡荣贵%黄海军%谷裕
曾蛟龍%鬍榮貴%黃海軍%穀裕
증교룡%호영귀%황해군%곡유
遗传算法%贪心算法%动态负载均衡%通信开销
遺傳算法%貪心算法%動態負載均衡%通信開銷
유전산법%탐심산법%동태부재균형%통신개소
genetic algorithm%greedy algorithm%dynamic load balancing%communication overhead
针对动态负载均衡过程产生额外通信开销的问题,建立了一种基于最小通信开销的数学模型。在此基础上,提出一种利用遗传算法解决该问题的新策略。该策略可减少负载迁移次数,降低动态负载均衡过程中的网络流量。仿真实验表明,该策略可获得比贪心策略具有更小通信开销的分配方案。
針對動態負載均衡過程產生額外通信開銷的問題,建立瞭一種基于最小通信開銷的數學模型。在此基礎上,提齣一種利用遺傳算法解決該問題的新策略。該策略可減少負載遷移次數,降低動態負載均衡過程中的網絡流量。倣真實驗錶明,該策略可穫得比貪心策略具有更小通信開銷的分配方案。
침대동태부재균형과정산생액외통신개소적문제,건립료일충기우최소통신개소적수학모형。재차기출상,제출일충이용유전산법해결해문제적신책략。해책략가감소부재천이차수,강저동태부재균형과정중적망락류량。방진실험표명,해책략가획득비탐심책략구유경소통신개소적분배방안。
For the problem of additional communication overhead in dynamic load balancing process, the interrelated mathemati-cal model based on minimum communication overhead has been built and a new strategy based on greedy algorithm to solve the problem has been proposed in this paper. The new strategy reduces the number of load migration and network traffic in dynamic load balancing process. Simulation results show that the new strategy can obtain better allocation scheme which has smaller com-munication overhead than greedy strategy.