The probability of rejecting $H_0$ when $\mu = \mu_a$ is 0.90.

The probability of committing a Type I error is 0.10.

The probability of failing to reject $H_0$ when $\mu = \mu_a$ is 0.90.

The probability of rejecting $H_0$ when $\mu = \mu_0$ is 0.90.