Reliability analysis in grid system considering load

被引：0
作者：
Mahato, Dharmendra Prasad [1 ,2 ]
Pham, Van Huy [1 ]
机构：
[1] Ton Duc Thang Univ, Fac Informat Technol, Ho Chi Minh City, Vietnam
[2] Natl Inst Technol Hamirpur, Hamirpur, Himachal Prades, India
来源：
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS | 2021年 / 24卷 / 04期
关键词：
Reliability analysis; Transaction processing; Grid computing; Cuckoo search; Ant colony optimization; DISTRIBUTED COMPUTING SYSTEMS; TASK-ALLOCATION; MAXIMIZING RELIABILITY; SCHEDULING ALGORITHM; PROCESSING SYSTEM; TIME;
D O I：
10.1007/s10586-021-03241-3
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper discusses the load-balanced task allocation problem in the grid transaction processing system to maximize reliability. Finding the solution of optimal load-balanced task allocation is known to be an NP-hard. This paper presents a load-balanced task allocation based cuckoo search-ant colony optimization (LBTA_CSACO) method for this problem. The LBTA_CSACO is based on the cooperative behavior of cuckoo search and ant colony optimization to nd a collection of task allocation solutions. This paper also models the reliability of the system with the help of the availability of the system. The motive of this work is to maximize the reliability of the system. After the simulation, six existing algorithms are taken for the comparison of the results; Honey Bee Optimization (HBO), Ant Colony Optimization (ACO), Hierarchical Load Balanced Algorithm (HLBA), Dynamic and Decentralized Load Balancing (DLB), and Randomized respectively.
引用
收藏
页码：2883 / 2896
页数：14
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