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The data traffic for wireless metering in smart grid is considered. A dynamic spectrum allocation scheme is proposed for the power load prediction. Two approaches, namely batch mode allocation and sequential allocation, are proposed with various criteria. Numerical results show that the total cost can be significantly reduced while the performance of load prediction is guaranteed.