For a Calabi-Yau triangulated category of Calabi-Yau dimension with a cluster tilting subcategory , it is proved that the decomposition of is determined by the special decomposition of , namely, , where are triangulated subcategories, if and only if where are subcategories with $Hom_{}(_i[t],_j)=0, \forall 1\leq t\leq d-2i\not= j.$ This induces that the Gabriel quivers of endomorphism algebras of any two cluster tilting objects in a Calabi-Yau triangulated category are connected or not at the same time. As an application, we prove that indecomposable Calabi-Yau triangulated categories with cluster tilting objects have no non-trivial t-structures and no non-trivial co-t-structures. This allows us to give a classification of cotorsion pairs in this triangulated category. Moreover the hearts of cotorsion pairs in the sense of Nakaoka are equivalent to the module categories over the endomorphism algebras of the cores of the cotorsion pairs.

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