WSC '95 Proceedings of the 27th conference on Winter simulation
The MONARC toolset for simulating large network-distributed processing systems
Proceedings of the 32nd conference on Winter simulation
Parallel and Distribution Simulation Systems
Parallel and Distribution Simulation Systems
Simulation Modeling and Analysis
Simulation Modeling and Analysis
Scheduling Distributed Applications: the SimGrid Simulation Framework
CCGRID '03 Proceedings of the 3st International Symposium on Cluster Computing and the Grid
Heuristics for Scheduling Parameter Sweep Applications in Grid Environments
HCW '00 Proceedings of the 9th Heterogeneous Computing Workshop
Overview of a Performance Evaluation System for Global Computing Scheduling Algorithms
HPDC '99 Proceedings of the 8th IEEE International Symposium on High Performance Distributed Computing
Decoupling Computation and Data Scheduling in Distributed Data-Intensive Applications
HPDC '02 Proceedings of the 11th IEEE International Symposium on High Performance Distributed Computing
Trace-Based Simulations of Processor Co-Allocation Policies in Multiclusters
HPDC '03 Proceedings of the 12th IEEE International Symposium on High Performance Distributed Computing
Critical event prediction for proactive management in large-scale computer clusters
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
The workload on parallel supercomputers: modeling the characteristics of rigid jobs
Journal of Parallel and Distributed Computing
Dynamic scheduling II: fast simulation model for grid scheduling using HyperSim
Proceedings of the 35th conference on Winter simulation: driving innovation
Verification and validation of simulation models
WSC '05 Proceedings of the 37th conference on Winter simulation
Mapping DAG-based applications to multiclusters with background workload
CCGRID '05 Proceedings of the Fifth IEEE International Symposium on Cluster Computing and the Grid (CCGrid'05) - Volume 2 - Volume 02
GangSim: a simulator for grid scheduling studies
CCGRID '05 Proceedings of the Fifth IEEE International Symposium on Cluster Computing and the Grid (CCGrid'05) - Volume 2 - Volume 02
Parallel and distributed simulation: traditional techniques and recent advances
Proceedings of the 38th conference on Winter simulation
On incorporating differentiated levels of network service into GridSim
Future Generation Computer Systems
Scheduling Data-IntensiveWorkflows onto Storage-Constrained Distributed Resources
CCGRID '07 Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid
Future Generation Computer Systems
Inter-operating grids through delegated matchmaking
Proceedings of the 2007 ACM/IEEE conference on Supercomputing
The performance of bags-of-tasks in large-scale distributed systems
HPDC '08 Proceedings of the 17th international symposium on High performance distributed computing
On the dynamic resource availability in grids
GRID '07 Proceedings of the 8th IEEE/ACM International Conference on Grid Computing
How are Real Grids Used? The Analysis of Four Grid Traces and Its Implications
GRID '06 Proceedings of the 7th IEEE/ACM International Conference on Grid Computing
Overdimensioning for Consistent Performance in Grids
CCGRID '10 Proceedings of the 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing
Performance analysis of dynamic workflow scheduling in multicluster grids
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing
ATLAS grid workload on NDGF resources: analysis, modeling, and workload generation
SC '12 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
Exploring portfolio scheduling for long-term execution of scientific workloads in IaaS clouds
SC '13 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
GSSIM --A tool for distributed computing experiments
Scientific Programming
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Many advances in grid resource management are still required to realize the grid computing vision of the integration of a world-wide computing infrastructure for scientific use. The pressure for advances is increased by the fast evolution of single, large clusters, which are the primary technological alternative to grids. However, advances in grid resource management cannot be achieved without an appropriate toolbox, of which simulation environments form an essential part. The current grid simulation environments still lack important workload and system modeling features, and research productivity features such as automated experiment setup and management. In this paper we address these issues through the design and a reference implementation of DGSim, a framework for simulating grid resource management architectures. DGSimintroduces the concepts of grid evolution and of job selection policy, and extends towards realism the current body of knowledge on grid inter-operation, on grid dynamics, and on workload modeling. We also show through two real use cases how DGSimcan be used to compare grid resource management architectures.