Reward Scheduling for QoS in Cloud Applications

@article{Elnably2012RewardSF,
  title={Reward Scheduling for QoS in Cloud Applications},
  author={Ahmed Elnably and Kai Du and Peter J. Varman},
  journal={2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)},
  year={2012},
  pages={98-106}
}
We present a novel QoS scheduling algorithm for multi-tiered storage servers made up of hard disks and SSDs. The work is motivated by the difference in access times for a workload as its SSD hit ratio changes. Our scheme is designed to reward clients according to their runtime behavior, while honoring their static QoS settings including shares (or weights), reservations and limits. A model based on entitlements is developed to describe the reward allocation policy (RAP). Simulation results show… CONTINUE READING

Citations

Publications citing this paper.
Showing 1-10 of 12 extracted citations

MFAP: Fair Allocation between fully backlogged and non-fully backlogged applications

2016 IEEE 34th International Conference on Computer Design (ICCD) • 2016
View 10 Excerpts
Highly Influenced

Heterogeneous Resource Allocation in Shared Datacenters

2016 45th International Conference on Parallel Processing Workshops (ICPPW) • 2016
View 2 Excerpts

Poster Abstract: Online Semi-Partitioned Multiprocessor Scheduling of Soft Real-Time Periodic Tasks for QoS Optimization

2016 IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS) • 2016
View 3 Excerpts

A Resource Allocation Model for Hybrid Storage Systems

2015 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing • 2015
View 2 Excerpts

Hybrid Storage Throughput Allocation Among Multiple Clients in Heterogeneous Data Center

2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security, and 2015 IEEE 12th International Conference on Embedded Software and Systems • 2015
View 1 Excerpt

Resource Management in Clouds: Survey and Research Challenges

Journal of Network and Systems Management • 2014
View 1 Excerpt

References

Publications referenced by this paper.
Showing 1-3 of 3 references

FIOS: a fair, efficient flash I/O scheduler

FAST • 2012
View 5 Excerpts
Highly Influenced

Yacsim reference manual

J. R. Jump
http://oucsace.cs.ohiou.edu/~avinashk/classes/ee690/yac.ps. 106
View 3 Excerpts
Highly Influenced

Similar Papers

Loading similar papers…