The complexity of each Coupled Model Intercomparison Project grows with every new generation. The Phase?5 effort saw a dramatic increase in the number of experiments that were performed and the number of variables that were requested compared to its previous generation, Phase?3. The large increase in data volume stressed the resources of several centers including at the National Center for Atmospheric Research. During Phase?5, we missed several deadlines and we struggled to get the data out to the community for analysis. In preparation for the current generation, Phase?6, we examined the weaknesses in our workflow and addressed the performance issues with new software tools. Through this investment, we were able to publish approximately 565TB of compressed data to the community, with another 30TB yet to be published. When compared to the volumes we produced in the previous generation, 165TB of uncompressed data, we were able to provide 6 times the amount of data and we accomplish this within one-third of the time. This provided us with an approximate 18 times faster speedup. While this paper discusses the improvements we have made to our own workflow for the Coupled Model Intercomparison Project Phase?6 (CMIP6), we hope to encourage other centers to evaluate and invest in their own workflows in order to be successful in these types of modeling campaigns.
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