首页|Data on Machine Learning Detailed by a Researcher at Beijing Institute of Techno logy (Implementation of Distributed Machine Learning in Cloud Calculation: Evide nce from Consumer Behavior Prediction)
Data on Machine Learning Detailed by a Researcher at Beijing Institute of Techno logy (Implementation of Distributed Machine Learning in Cloud Calculation: Evide nce from Consumer Behavior Prediction)
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By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News - Data detailed on artificial intelligen ce have been presented. According to newsreporting originating from Beijing, Pe ople’s Republic of China, by NewsRx correspondents, research stated,“Abstract.”The news journalists obtained a quote from the research from Beijing Institute o f Technology: “In thefield of machine learning, distributed machine learning (D ML) has gained massive popularity in researchand appeared in a wide range of ap plications including transportation, medicine, and business. Distributedmachine learning showed huge potential in processing large amounts of data while keepin g the data private.In this paper, a distributed implementation of a deep neural network (DNN) with a large dataset froma telecom company, aiming to predict co nsumer behavior based on usage data is carried out. Variousdatasets with distin ct heterogeneity settings were applied to the network, simulating a real-world c loudapplication scenario. Comparisons between both the centralized model and th e distributed models weremade to analyze the impact on model performance with d evice heterogeneity and data heterogeneity.”
Beijing Institute of TechnologyBeijingPeople’s Republic of ChinaAsiaCyborgsEmerging TechnologiesMachine Lear ning
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