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IEEE/ICACT20230276 Question.2
Questioner: nvlinh@cs.ccu.edu.tw    2023-02-10 ¿ÀÈÄ 6:35:13
IEEE/ICACT20230276 Answer.2
Answer by Auhor haodp@dau.edu.vn   2023-02-10 ¿ÀÈÄ 6:35:13
Why do you use the centralized model for FL, which is supposed for distributed environments? Thanks for your question. In this paper, I am trying to compare the results of implementing the FL (federated learning) model with the CL (centralize learning) model. In the case of implementing the CL model, I would aggregate all the data from the different devices into the a common data set. From there deploy deep learning models (CNN, LSTM, GRU) The results show that using FL has the same results as CL. However, in FL data pricacy is guaranteed.

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