In particular, our lossy
distribution Star Student Project learning has achieved the
highest speedup, comparing to both lossless distribution. Finally,
incorporating the query logs Star Student Project can
further improve the speedup of the proposed distribution scheme.Load
Imbalance Improvement: Star Student Project shows the load
imbalance improvement of the proposed distribution learning scheme.
Comparing Star Student Project to other alternatives, our
scheme can more uniformly partition words based on their Star
Student Project concurrence statistics to ensure an
extremely low load imbalance.