DeDe uses ADMM-style variable splitting to decompose separable resource allocation problems into per-resource and per-demand subproblems, cutting solve times by 2-8x in three cloud workloads.
Allocation of Fungible Resources via a Fast, Scalable Price Discov- ery Method.Mathematical Programming Computation, 14(3):593–622, 2022
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Decouple and Decompose: Scaling Resource Allocation with DeDe
DeDe uses ADMM-style variable splitting to decompose separable resource allocation problems into per-resource and per-demand subproblems, cutting solve times by 2-8x in three cloud workloads.