Exploring portfolio scheduling for long-term execution of scientific workloads in IaaS clouds

@article{Deng2013ExploringPS,
  title={Exploring portfolio scheduling for long-term execution of scientific workloads in IaaS clouds},
  author={Kefeng Deng and Junqiang Song and Kaijun Ren and Alexandru Iosup},
  journal={2013 SC - International Conference for High Performance Computing, Networking, Storage and Analysis (SC)},
  year={2013},
  pages={1-12}
}
Long-term execution of scientific applications often leads to dynamic workloads and varying application requirements. When the execution uses resources provisioned from IaaS clouds, and thus consumption-related payment, efficient and online scheduling algorithms must be found. Portfolio scheduling, which selects dynamically a suitable policy from a broad portfolio, may provide a solution to this problem. However, selecting online the right policy from possibly tens of alternatives remains… CONTINUE READING
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References

Publications referenced by this paper.
Showing 1-8 of 8 references

In Cloud, Can Scientific Communities Benefit from the Economies of Scale?

IEEE Transactions on Parallel and Distributed Systems • 2012
View 4 Excerpts
Highly Influenced

Flexible resource allocation for reliable virtual cluster computing systems

2011 International Conference for High Performance Computing, Networking, Storage and Analysis (SC) • 2011
View 6 Excerpts
Highly Influenced

Contextualization: Providing One-Click Virtual Clusters

2008 IEEE Fourth International Conference on eScience • 2008
View 6 Excerpts
Highly Influenced

An Economics Approach to Hard Computational Problems

Science • 1997
View 4 Excerpts
Highly Influenced

Cost-Wait Trade-Offs in Client-Side Resource Provisioning with Elastic Clouds

2011 IEEE 4th International Conference on Cloud Computing • 2011
View 5 Excerpts
Highly Influenced

The Algorithm Selection Problem

Advances in Computers • 1976
View 4 Excerpts
Highly Influenced

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