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Recent advances in parametric signal processing are described. Parametric mixer role in processing of high-speed signals is recognized and illustrated in analog and digital domains. Rate-scalable signal replication in efficient, wideband mixer was used to redefine traditional analog-to-digital conversion and channelizer architectures. The limits and practical challenges of the parametric mixer technology are discussed.