Dynamically Predicting the Quality of Service: Batch, Online, and Hybrid Algorithms

Algorithm 3

Hybrid algorithm.

Input: the set of new available invocation records , all available invocation records

       regularization parameter , learning rate , number of latent factors , max iterations itmax, and

       the latest

Output: parameter set

 while do

  Update parameters by Algorithm 1, given , , , , and as the input parameters;

  if RBAC == true then

   Update parameters by Algorithm 1, given , , , , itmax, and as the input parameters;

  end if

 end while