In this sequel to arXiv:0905.3327, we continue to study the congruence
properties of the alternating version of multiple harmonic sums. As contrast to
the study of multiple harmonic sums where Bernoulli numbers and Bernoulli
polynomials play the key roles, in the alternating setting the Euler numbers
and the Euler polynomials are also essential.