Managing server load in global memory systems
SIGMETRICS '97 Proceedings of the 1997 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Exploiting process lifetime distributions for dynamic load balancing
ACM Transactions on Computer Systems (TOCS)
Availability and utility of idle memory in workstation clusters
SIGMETRICS '99 Proceedings of the 1999 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
File Assignment in Parallel I/O Systems with Minimal Variance of Service Time
IEEE Transactions on Computers
A data intensive distributed computing architecture for “grid” applications
Future Generation Computer Systems - Special issue on high performance computing and networking Europe 1999
Computer architecture: a quantitative approach
Computer architecture: a quantitative approach
Performance Analysis of a Distributed Question/Answering System
IEEE Transactions on Parallel and Distributed Systems
Improved Strategies for Dynamic Load Balancing
IEEE Concurrency
Faster Collective Output through Active Buffering
IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
Data partitioning and load balancing in parallel disk systems
The VLDB Journal — The International Journal on Very Large Data Bases
Decoupling Computation and Data Scheduling in Distributed Data-Intensive Applications
HPDC '02 Proceedings of the 11th IEEE International Symposium on High Performance Distributed Computing
Effective Load Sharing on Heterogeneous Networks of Workstations
IPDPS '00 Proceedings of the 14th International Symposium on Parallel and Distributed Processing
Improving Distributed Workload Performance by Sharing Both CPU and Memory Resources
ICDCS '00 Proceedings of the The 20th International Conference on Distributed Computing Systems ( ICDCS 2000)
Distributed, on-demand, data-intensive and collaborative simulation analysis
Future Generation Computer Systems - iGrid 2002
Future Generation Computer Systems - iGrid 2002
Future Generation Computer Systems - Selected papers on theoretical and computational aspects of structural dynamical systems in linear algebra and control
Guest editorial: high-speed networks and services for data-intensive grids: The DataTAG project
Future Generation Computer Systems - Special issue: High-speed networks and services for data-intensive grids: The DataTAG project
Grid load balancing using intelligent agents
Future Generation Computer Systems
Storage-Aware Caching: Revisiting Caching for Heterogeneous Storage Systems
FAST '02 Proceedings of the 1st USENIX Conference on File and Storage Technologies
The impact of data replication on job scheduling performance in the Data Grid
Future Generation Computer Systems
SAHA: A Scheduling Algorithm for Security-Sensitive Jobs on Data Grids
CCGRID '06 Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid
Future Generation Computer Systems - Parallel input/output management techniques (PIOMT) in cluster and grid computing
MAPFS: a flexible multiagent parallel file system for clusters
Future Generation Computer Systems - Parallel input/output management techniques (PIOMT) in cluster and grid computing
StReD: A quality of security framework for storage resources in Data Grids
Future Generation Computer Systems
Load-balancing on swapped or OTIS networks
Journal of Parallel and Distributed Computing
Future Generation Computer Systems
A Recursively-Adjusting Co-allocation scheme with a Cyber-Transformer in Data Grids
Future Generation Computer Systems
New Optimal Load Allocation for Scheduling Divisible Data Grid Applications
ICCS '09 Proceedings of the 9th International Conference on Computational Science: Part I
Information Sciences: an International Journal
Research on the Trust-Adaptive Scheduling for Data-Intensive Applications on Data Grids
WISM '09 Proceedings of the International Conference on Web Information Systems and Mining
Optimal workload allocation model for scheduling divisible data grid applications
Future Generation Computer Systems
A reliability model of energy-efficient parallel disk systems with data mirroring
International Journal of High Performance Systems Architecture
Quality of security adaptation in parallel disk systems
Journal of Parallel and Distributed Computing
Resource scheduling methods for query optimization in data grid systems
ADBIS'11 Proceedings of the 15th international conference on Advances in databases and information systems
A new step toward load balancing based on competency rank and transitional phases in Grid networks
Future Generation Computer Systems
An autonomic framework for enhancing the quality of data grid services
Future Generation Computer Systems
An adaptive energy-conserving strategy for parallel disk systems
Future Generation Computer Systems
UCC '13 Proceedings of the 2013 IEEE/ACM 6th International Conference on Utility and Cloud Computing
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Developing Data Grids has increasingly become a major concern to make Grids attractive for a wide range of data-intensive applications. Storage subsystems are most likely to be a performance bottleneck in Data Grids and, therefore, the focus of this paper is to design and evaluate a data-aware load-balancing strategy to improve the global usage of storage resources in Data Grids. We build a model to estimate the response time of job running at a local site or remote site. In light of this model, we can calculate slowdowns imposed on jobs in a Data Grid environment. Next, we propose a load-balancing strategy that aims to balance load of a Data Grid in such a judicious way that computation and storage resources in each site are simultaneously well utilized. We conduct experiments using a simulated Data Grid to analyze the performance of the proposed strategy. Experimental results confirm that our load-balancing strategy can achieve high performance for data-intensive jobs in Data Grid environments.