DRPS: efficient disk-resident parameter servers for distributed machine learning
Zhen Song, Yu Gu, Zhigang Wang, Ge Yu
Topics & Concepts
Computer scienceServerDistributed computingScale (ratio)ImplementationCloud computingComputationMachine learningArtificial intelligenceOperating systemAlgorithmPhysicsProgramming languageQuantum mechanicsGraph Theory and AlgorithmsParallel Computing and Optimization TechniquesStochastic Gradient Optimization Techniques