Readings in uncertain reasoning
Readings in uncertain reasoning
Artificial Intelligence
Exploiting process lifetime distributions for dynamic load balancing
Proceedings of the 1996 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
A network performance tool for grid environments
SC '99 Proceedings of the 1999 ACM/IEEE conference on Supercomputing
The transferable belief model and other interpretations of Dempster-Shafer's model
UAI '90 Proceedings of the Sixth Annual Conference on Uncertainty in Artificial Intelligence
Predicting the CPU Availability of Time-Shared Unix Systems on the Computational Grid
HPDC '99 Proceedings of the 8th IEEE International Symposium on High Performance Distributed Computing
Homeostatic and Tendency-Based CPU Load Predictions
IPDPS '03 Proceedings of the 17th International Symposium on Parallel and Distributed Processing
Grid resource management: state of the art and future trends
Grid resource management: state of the art and future trends
Using Passive Traces of Application Traffic in a Network Monitoring System
HPDC '04 Proceedings of the 13th IEEE International Symposium on High Performance Distributed Computing
Resource Management for Rapid Application Turnaround on Enterprise Desktop Grids
Proceedings of the 2004 ACM/IEEE conference on Supercomputing
A Neural Network Based Predictive Mechanism for Available Bandwidth
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Papers - Volume 01
A High-Performance Computational Resource Broker for Grid Computing Environments
AINA '05 Proceedings of the 19th International Conference on Advanced Information Networking and Applications - Volume 2
DGMonitor: A Performance Monitoring Tool for Sandbox-Based Desktop Grid Platforms
The Journal of Supercomputing
A Decentralized Strategy for Resource Allocation
WETICE '05 Proceedings of the 14th IEEE International Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprise
Rerouting Strategies for Networks with Advance Reservations
E-SCIENCE '05 Proceedings of the First International Conference on e-Science and Grid Computing
A Grid-distance Based Scheduling for Grid Resource Management
HPCASIA '05 Proceedings of the Eighth International Conference on High-Performance Computing in Asia-Pacific Region
Research on Novel Dynamic Resource Management and Job Scheduling in Grid Computing*
IMSCCS '06 Proceedings of the First International Multi-Symposiums on Computer and Computational Sciences - Volume 1 (IMSCCS'06) - Volume 01
Fault-aware scheduling for Bag-of-Tasks applications on Desktop Grids
GRID '06 Proceedings of the 7th IEEE/ACM International Conference on Grid Computing
Extending YML to Be a Middleware for Scientific Cloud Computing
CloudCom '09 Proceedings of the 1st International Conference on Cloud Computing
Decentralized Resource Availability Prediction for a Desktop Grid
CCGRID '10 Proceedings of the 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing
Future Generation Computer Systems
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Volatility is the key challenge of the desktop Grid platform and the character of volatility mainly depends on the daily behavior of computer user. In this paper, a trust model (TM-DG) based on Dempster-Shafer's (D-S) theory is presented to predict which node is more reliable according to users' daily behavior based on history information from a desktop Grid platform. In TM-DG, a trustworthy degree of a node is introduced to quantify the node's reliability. Using Dempster's rules of combination, it can be determined from two bodies of independent evidence: 1) percentage of completion of the allocated task, and 2) an active probe by a special test node. Simulations performed on a lightweight desktop Grid platform illustrate that TM-DG can make full use of the most reliable node for a given computation, leading to reductions in the communication overhead, and improvement in the computing power of the platform.