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We discuss key issues of implementing a ranking strategy based on signature files. The main contribution of our method is the ability to represent term frequencies and obtain inverse document frequencies without explicitly storing them. This reduces the storage overhead significantly but without increasing the processing time. We then describe the design of a hardware signature processor for implementing the ranking strategy.