An Innovate Dynamic Load Balancing Algorithm Based on Task Classification

2012 ◽  
Vol 4 (6) ◽  
pp. 244-254 ◽  
Author(s):  
Hongbin Wang ◽  
a ◽  
Zhiyi Fang ◽  
b ◽  
Guannan Qu ◽  
...  
Keyword(s):  
Load Balancing ◽  
Dynamic Load ◽  
Dynamic Load Balancing ◽  
Task Classification ◽  
Load Balancing Algorithm

Experiment Research of Dynamic Load Balancing Algorithm Based on Task Classification for Data Retrieval

2013 ◽  
Vol 684 ◽  
pp. 559-562
Author(s):  
Zhuang Liu ◽  
Guang Dong ◽  
Hong Wei Yang ◽  
Guan Nan Qu ◽  
Hong Bin Wang ◽  
...  
Keyword(s):  
Load Balancing ◽  
Dynamic Load ◽  
Scheduling Algorithm ◽  
Data Retrieval ◽  
Dynamic Load Balancing ◽  
Actual State ◽  
Core Technology ◽  
Task Classification ◽  
System Data ◽  
Load Balancing Algorithm

The core technology of load balancing is the task scheduling. Different tasks have different resource occupation rate on the server node and influence the current server load also different. This paper presents a dynamic load balancing algorithm and we design some experimental environment. We do some simulation experiments based on some reasonable assumptions and actual state of network, to evaluate our dynamic load balancing algorithm. The experimental data shows that compared with the least weighted connection scheduling algorithm, the algorithm of this paper can make full use of machine resources. The system data retrieval efficiency is also improved.

Dynamic Load Balancing Algorithm Based on Task Classification for Data Retrieval

2013 ◽  
Vol 303-306 ◽  
pp. 2241-2244
Author(s):  
Lin Chen ◽  
Zhi Yi Fang ◽  
Hong Bin Wang ◽  
Rui Yang
Keyword(s):  
Load Balancing ◽  
Dynamic Load ◽  
Distribution Systems ◽  
Data Retrieval ◽  
Dynamic Load Balancing ◽  
Special Role ◽  
Core Technology ◽  
Task Classification ◽  
System Data ◽  
Load Balancing Algorithm

Load balancing problems play a special role in the operation of parallel and distribution systems. The core technology of load balancing is the task scheduling. In order to achieve equally distribute the load on processors and maximize their utilities while minimizing the total task execution time, this article analyses a large number of data retrieval requests content. It shows different tasks have different resource occupation rate on the server node and the current server load is also different. The demand of different task types on CPU and I/O resources are not same. So, this paper presents a dynamic load balancing algorithm which is based on task classification, and applies it to the cluster system data retrieval.

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