Time-Series Forecast Modeling on High-Bandwidth Network Measurements

  title={Time-Series Forecast Modeling on High-Bandwidth Network Measurements},
  author={Wucherl Yoo and Alex Sim},
  journal={Journal of Grid Computing},
With the increasing number of geographically distributed scientific collaborations and the growing sizes of scientific data, it has become challenging for users to achieve the best possible network performance on a shared network. We have developed a model to forecast expected bandwidth utilization on high-bandwidth wide area networks. The forecast model can improve the efficiency of the resource utilization and scheduling of data movements on high-bandwidth networks to accommodate ever… CONTINUE READING
Recent Discussions
This paper has been referenced on Twitter 1 time over the past 90 days. VIEW TWEETS


Publications referenced by this paper.
Showing 1-10 of 40 references

A new look at the statistical model identification

  • H. Akaike
  • IEEE Trans. Autom. Control 19(6), 716–723
  • 1974
Highly Influential
6 Excerpts

A.S.d.: Parallelization of an evolving artificial neural networks system to forecast time series using OPENMP and MPI

  • B. P. Gonzalez, G. G. Snchez, J. P. Donate, P. Cortez, Miguel
  • IEEE Conference on Evolving and Adaptive…
  • 2012
1 Excerpt

Similar Papers

Loading similar papers…