English

A QoS aware Novel Probabilistic strategy for Dynamic Resource Allocation

Distributed, Parallel, and Cluster Computing 2015-03-25 v1

Abstract

The paper proposes a two player game based strategy for resource allocation in service computing domain such as cloud, grid etc. The players are modeled as demand/workflows for the resource and represent multiple types of qualitative and quantitative factors. The proposed strategy will classify them in two classes. The proposed system would forecast outcome using a priori information available and measure/estimate existing parameters such as utilization and delay in an optimal load-balanced paradigm. Keywords: Load balancing; service computing; Logistic Regression; probabilistic estimation

Keywords

Cite

@article{arxiv.1503.07038,
  title  = {A QoS aware Novel Probabilistic strategy for Dynamic Resource Allocation},
  author = {G Arun Kumar and Snehanshu Saha and Aravind Sundaresan and Bidisha Goswami},
  journal= {arXiv preprint arXiv:1503.07038},
  year   = {2015}
}
R2 v1 2026-06-22T09:00:43.915Z