Abstract: Many online problems, for example, online network resource allocation in the resource-constrained cloud environment, can be formulated as online convex optimization (OCO) problems with some ...

Abstract: This article presents a prediction-correction proximal method (PCPM) for the general nonsmooth convex optimization problem with linear equality and inequality constraints. The proposed ...