Recently, Yekutieli introduced projective dimension, injective dimension and flat dimension of DG-modules by generalizing the characterization of projective dimension, injective dimension and flat dimension of ordinary modules by vanishing of Ext or Tor-groups. In this paper, we introduce DG-version of projective, injective and flat resolution for DG-modules over a connective DG-algebra which are different from known DG-version of projective, injective and flat resolutions. An important feature of these resolutions is that, roughly speaking, the "length" of these resolutions give projective, injective or flat dimensions. We show that these resolutions allows us to investigate basic properties of projective, injective and flat dimensions of DG-modules. As an application we introduce the global dimension of a connective DG-algebra and show that finiteness of global dimension is derived invariant. CONTENTS 1. Introduction 1 2. Sup-projective resolutions of DG-modules 5 3. Inf-injective resolutions of DG-modules 17 4. Sup-flat resolutions of DG-modules 25 5. The global dimension 28 References 30 2010 Mathematics Subject Classification. 16E45, 16E05, 13D05.