The grid: blueprint for a new computing infrastructure
The grid: blueprint for a new computing infrastructure
The grid
Simulation modeling with event graphs
Communications of the ACM
The MicroGrid: a scientific tool for modeling computational gridsr
Proceedings of the 2000 ACM/IEEE conference on Supercomputing
Simgrid: A Toolkit for the Simulation of Application Scheduling
CCGRID '01 Proceedings of the 1st International Symposium on Cluster Computing and the Grid
Dynamic Matching and Scheduling of a Class of Independent Tasks onto Heterogeneous Computing Systems
HCW '99 Proceedings of the Eighth Heterogeneous Computing Workshop
Decoupling Computation and Data Scheduling in Distributed Data-Intensive Applications
HPDC '02 Proceedings of the 11th IEEE International Symposium on High Performance Distributed Computing
Performance Evaluation Model for Scheduling in Global Computing Systems
International Journal of High Performance Computing Applications
Simulation of grid computing infrastructure: challenges and solutions
WSC '05 Proceedings of the 37th conference on Winter simulation
Speed and accuracy of network simulation in the SimGrid framework
Proceedings of the 2nd international conference on Performance evaluation methodologies and tools
Immediate mode scheduling in grid systems
International Journal of Web and Grid Services
DGSim: Comparing Grid Resource Management Architectures through Trace-Based Simulation
Euro-Par '08 Proceedings of the 14th international Euro-Par conference on Parallel Processing
A WEB interface for HyperSim-G Grid simulation package
Proceedings of the 10th International Conference on Information Integration and Web-based Applications & Services
A web interface for the HyperSim-G Grid simulation package
International Journal of Web and Grid Services
Accuracy study and improvement of network simulation in the SimGrid framework
Proceedings of the 2nd International Conference on Simulation Tools and Techniques
A fuzzy neural network based scheduling algorithm for job assignment on computational grids
NBiS'07 Proceedings of the 1st international conference on Network-based information systems
A fuzzy rule-based meta-scheduler with evolutionary learning for grid computing
Engineering Applications of Artificial Intelligence
JFreeSim: a grid simulation tool based on MTMSMR model
APPT'05 Proceedings of the 6th international conference on Advanced Parallel Processing Technologies
A simulation framework for scheduling performance evaluation on CPU-GPU heterogeneous system
ICCSA'12 Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part IV
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To develop grid scheduling algorithms, a high performance simulator is necessary since grid is an uncontrollable and unrepeatable environment. In this paper, a discrete event simulation library called HyperSim is used as extensible building blocks for grid scheduling simulator. The use of event graph model for the grid simulation are proposed. This model is well supported by HyperSim which yields a very high performance simulation. The experiments are conducted to compare HyperSim with other several simulators in terms of speed and scalability. The result shows a significant simulation speed improvement over many widely used simulators. Furthermore, sample simulation results of basic job scheduling problem are shown to compare to well-known heuristics.