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It is shown that, given the ability to restructure wafer-level designs, there are different ways to employ redundancy. Redundancy is evaluated by estimating system computational availability over a mission lifetime. This technique is illustrated using two wafer-scale integration (WSI) case studies. The first is a very-fine-grained programmable systolic data processor (PSDP) that contains 4- and 8-b paths, RAM, and control optimized for signal and data processing applications. The second, the Mosaic multicomputer architecture, is a less fine-grained homogeneous architecture in which each node contains a 16-b microprocessor and associated RAM and ROM. Potential benefits of implementing these parallel processing architectures in wafer scale are discussed.