Speedup with Respect to Server
Number Star Student Project : We further evaluate the
speedup of our vocabulary distribution learning by increasing Star
Student Project the number of distributed servers. Star
Student Project shows that our speedup is linear to the server
number, Star Student Project when the server number is less
than Star Student Project . The possible degenerations
mainly come from the costs of inter-server communications. As shown
in the comparisons of Star Student Project , the proposed
scheme largely outperforms the local indexing, direct distribution
Star Student Project and frequency based distribution schemes
Star Student Project Note that all learning schemes in this
paper perform better than both direct distribution and Star
Student Project frequency based distribution.