A scheme for coupling superconducting charge qubits via a one-dimensional superconducting transmission line resonator is proposed. The qubits are working at their optimal points, where they are immune to the charge noise and possess long decoherence time. Analysis on the dynamical time evolution of the interaction is presented, which is shown to be insensitive to the initial state of the resonator field. This scheme enables fast gate operation and is readily scalable to multiqubit scenario. Quantum computers have been paid much attention in the past decade and solid state systems are promising candidates for novel scalable quantum information processing [1]. In particularly, the idea of placing superconducting qubits inside a cavity, i.e., the circuit quantum electrodynamics (QED), has been illustrated [2, 3] to have several practical advantages including strong coupling strength, immunity to noises, and suppression of spontaneous emission.Decoherence always occur during real quantum evolutions and therefore stands in the way of physical implementation of quantum computers. So, how to suppress this infamous decoherence effects is a main task for scalable quantum computation. To fight against cavity decay, in typical circuit [3] and cavity[4] QED systems, convectional wisdom is to resort to the so-called large detuning interaction method.Similarly, in trapped thermal ions system, the famous bichromatic excitation scheme [5] couples ions by virtue excitation of phonon mode, also uses the large detuning interaction. Later investigation shows that the logical operation obtained is of the geometric nature [6] and therefore has high fidelity [7]. Meanwhile, it is shown that by periodically decoupling to the common phonon mode, the large detuning constrain can be removed [6] so that fast gate operation can be achieved [8]. Similar strategy can be adopted in cavity QED system with strong driven atoms [9], superconducting charge qubits in a microwave cavity by introducing ac magnetic flux [10] and superconducting flux qubits inductively coupled to a common resonator [11].In typical circuit QED system, up to now, theory and experimental explorations are still in the stage of large detuning interaction. Here, we propose to coupe superconducting charge qubits via a one-dimensional (1D) superconducting transmission line resonator (cavity). The qubits are capacitively coupled to the 1D