An Integrated Approach for Scheduling Divisible Load on Large Scale Data Grids

2007 ◽  
pp. 748-757 ◽  
Author(s):  
M. Abdullah ◽  
M. Othman ◽  
H. Ibrahim ◽  
S. Subramaniam
Keyword(s):  
Large Scale ◽  
Integrated Approach ◽  
Data Grids ◽  
Divisible Load ◽  
Large Scale Data ◽  
Scale Data

scholarly journals SIMULATED ANNEALING ALGORITHM FOR SCHEDULING DIVISIBLE LOAD IN LARGE SCALE DATA GRIDS

2010 ◽  
Vol 10 (1) ◽  
pp. 59-68
Author(s):  
Monir Abdullah ◽  
MOHAMED Othman ◽  
Hamidah Ibrahim ◽  
Shamala Subramaniam
Keyword(s):  
Simulated Annealing ◽  
Large Scale ◽  
Simulated Annealing Algorithm ◽  
Optimal Solution ◽  
Parallel Execution ◽  
Data Grids ◽  
Divisible Load ◽  
Large Scale Data ◽  
Grid Applications ◽  
Scale Data

In many data grid applications, data can be decomposed into multiple independent sub datasets and distributed for parallel execution and analysis. This property has been successfully exploited using Divisible Load Theory (DLT). Many Scheduling approaches have been studied but there is no optimal solution. This paper proposes a novel Simulated Annealing (SA) algorithm for scheduling divisible load in large scale data grids. SA algorithm is integrated with DLT model and compared with the previous approaches. Experimental results show that the proposed model obtains better solution in term of makespan.

Branch replication scheme: A new model for data replication in large scale data grids

2010 ◽  
Vol 26 (1) ◽  
pp. 12-20 ◽  
Author(s):  
José M. Pérez ◽  
Félix García-Carballeira ◽  
Jesús Carretero ◽  
Alejandro Calderón ◽  
Javier Fernández
Keyword(s):  
Large Scale ◽  
Data Replication ◽  
Data Grids ◽  
New Model ◽  
Large Scale Data ◽  
Replication Scheme ◽  
Scale Data

ProGen:Provenance database generator for large-scale data set

2009 ◽  
Vol 28 (11) ◽  
pp. 2737-2740
Author(s):  
Xiao ZHANG ◽  
Shan WANG ◽  
Na LIAN
Keyword(s):  
Large Scale ◽  
Data Set ◽  
Large Scale Data ◽  
Scale Data

COMMUNITY-CURATED DATA RESOURCES AND LARGE-SCALE DATA-MODEL SYNTHESES: THE CHILDREN OF COHMAP

2016 ◽  
Author(s):  
John W. Williams ◽  
◽  
Simon Goring ◽  
Eric Grimm ◽  
Jason McLachlan
Keyword(s):  
Data Model ◽  
Large Scale ◽  
Large Scale Data ◽  
Scale Data

scholarly journals Local and global approaches of affinity propagation clustering for large scale data

2008 ◽  
Vol 9 (10) ◽  
pp. 1373-1381 ◽  
Author(s):  
Ding-yin Xia ◽  
Fei Wu ◽  
Xu-qing Zhang ◽  
Yue-ting Zhuang
Keyword(s):  
Large Scale ◽  
Affinity Propagation ◽  
Large Scale Data ◽  
Affinity Propagation Clustering ◽  
Scale Data
Sign in / Sign up

Export Citation Format

Share Document