Journal of Grid Computing
SLA-based resource provisioning for heterogeneous workloads in a virtualized cloud datacenter
ICA3PP'11 Proceedings of the 11th international conference on Algorithms and architectures for parallel processing - Volume Part I
Performance Evaluation of Overload Control in Multi-cluster Grids
GRID '11 Proceedings of the 2011 IEEE/ACM 12th International Conference on Grid Computing
A grid broker pricing mechanism for temporal and budget guarantees
EPEW'11 Proceedings of the 8th European conference on Computer Performance Engineering
Job allocation strategies for energy-aware and efficient Grid infrastructures
Journal of Systems and Software
An Analysis of Provisioning and Allocation Policies for Infrastructure-as-a-Service Clouds
CCGRID '12 Proceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)
Self-Healing of Operational Workflow Incidents on Distributed Computing Infrastructures
CCGRID '12 Proceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)
On the Improvement of Grid Resource Utilization: Preventive and Reactive Rescheduling Approaches
Journal of Grid 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
A User-Based Model of Grid Computing Workloads
GRID '12 Proceedings of the 2012 ACM/IEEE 13th International Conference on Grid Computing
Deadline and energy constrained dynamic resource allocation in a heterogeneous computing environment
The Journal of Supercomputing
The ISQoS grid broker for temporal and budget guarantees
GECON'12 Proceedings of the 9th international conference on Economics of Grids, Clouds, Systems, and Services
Euro-Par'12 Proceedings of the 18th international conference on Parallel processing workshops
Journal of Parallel and Distributed Computing
Autonomic load balancing mechanisms in the P2P desktop grid
Proceedings of the 2013 ACM Cloud and Autonomic Computing Conference
Toward fine-grained online task characteristics estimation in scientific workflows
WORKS '13 Proceedings of the 8th Workshop on Workflows in Support of Large-Scale Science
Self-healing of workflow activity incidents on distributed computing infrastructures
Future Generation Computer Systems
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In the mid 1990s, the grid computing community promised the "compute power grid," a utility computing infrastructure for scientists and engineers. Since then, a variety of grids have been built worldwide, for academic purposes, specific application domains, and general production work. Understanding grid workloads is important for the design and tuning of future grid resource managers and applications, especially in the recent wake of commercial grids and clouds. This article presents an overview of the most important characteristics of grid workloads in the past seven years (2003-2010). Although grid user populations range from tens to hundreds of individuals, a few users dominate each grid's workload both in terms of consumed resources and the number of jobs submitted to the system. Real grid workloads include very few parallel jobs but many independent single-machine jobs (tasks) grouped into single "bags of tasks."