I've been reading the Wikipedia article on phonon. So, my understanding is what they get is the discrete energy levels of vibration from quantization. But the discrete energy level is not only the property of the quantum system but also the property of classical harmonic oscillator.
And if they can describe the vibration with the classical harmonic oscillator model, why do they need to introduce the so-called second quantization for lattice vibration?
Do they get anything new which we cannot obtain from the classical harmonic oscillator?
The comment below and the answer by @Vadim mention that the classical harmonic oscillator has a continuous energy spectrum. I add some reference of Wikipedia article stating different idea:
From Wikipedia, Phonon article:
In the article, the displacement of atom positions are modeled as
$$u_n = \sum_{Nak/2\pi=1}^n Q_k \exp(ikna)$$
and the discrete $k$ values leads to the discrete normal modes.
For the second reference, I link the Quantum harmonic oscillator article:
The quantity $k_n$ will turn out to be the wave number of the phonon, i.e. $2\pi$ divided by the wavelength. It takes on quantized values, because the number of atoms is finite.
I extracted the quote in the section just before imposing the commutation relations and so before quantization.
Their point seems that the atoms are placed in discrete positions inside the finite size matter and the discreteness leads to the discrete wavelength solutions.