CS 545 Assignment 8 : Time Series Forecasting with Neural Network

@inproceedings{yanhe2009CS5A,
  title={CS 545 Assignment 8 : Time Series Forecasting with Neural Network},
  author={He Yan yanhe},
  year={2009}
}
  • He Yan yanhe
  • Published 2009
In today’s content delivery network (CDN), round trip time (RTT) between clients and servers is the most critical performance metric. Most of CDNs assign clients to servers based on RTT. In this assignment, we first employ neural network approach to forecast future RTT between clients and servers based on the past RTTs. Secondly, we experiment with different parameters such as the number of hidden units, the number of inputs and lambda on two different data sets in order to understand how they… CONTINUE READING