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KnowPlan is an extraction-first framework for personalized academic degree pathway planning, using CatalogBrowse to reconstruct curricula from heterogeneous university sources and DegreeMap to optimize personalized plans via CP-SAT, achieving high recall and feasibility across evaluations.
The article discusses using Google's OR-Tools CP-SAT solver to optimize maintenance scheduling for cloud infrastructure at Akamai, addressing complex constraints like capacity and concurrency.