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A larger value of Optimize|AlgorithmTuning|CustomerSampleSize takes more memory and longer CPU-intensive processing than a smaller value. There is a tradeoff here, since larger values can give more optimal results. Also, smaller values increase the likelihood of encountering sample-related provisioning problems. Check both the session level advanced settings and the configuration properties.
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The Contact Optimization server is running on hardware that supports data-intensive processing in multiple threads.
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