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In this paper, we initiate the study of spectrum of the commuting graphs of finite non-abelian groups. We first compute the spectrum of this graph for several classes of finite groups, in particular AC-groups. We show that the commuting graphs of finite non-abelian AC-groups are integral. We also show that the commuting graph of a finite non-abelian group is integral if is not isomorphic to the symmetric group of degree and the commuting graph of is planar. Further it is shown that the commuting graph of is integral if the commuting graph of is toroidal.

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