Abstract: Methods and systems of fitting survival models to customer relationship management (CRM) data are presented. The models are used to compare productivity across business cohorts, optimize business sales processes, better plan for resource usage, and forecast events. Input to the systems include external CRM data along with other relevant business data, which are stored in a time-series database for processing.

Abstract: Systems and apparatuses for predicting computer job performance rankings across different computer architectures, configurations, and clusters and methods for making and using the same. The method can include running a new job on a selected computer system and identifying one or more nearby jobs that are nearby the new job. A performance of each of the nearby jobs across the available computer systems can be ranked. The available computer systems preferably include the selected computer system. The method also can estimate a rank of the new job on each of the available computer systems. In various embodiments, these technologies advantageously can be used to optimize the matching of jobs to computer systems.