Quzibayev, Xudayshukur and Beymamatov, Xudoybergan and Boliyeva, Dilrabo (2026) MARKAZLASHGAN FEDERATIV O‘QITISH MUAMMOLARI. Techscience.uz - Texnika fanlarining dolzarb masalalari, 4 (1). pp. 19-28. ISSN 3030-3702

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Abstract

Federativ o‘rganish (Federated Learning, FL) foydalanuvchi ma’lumotlarini saqlagan holda bilim almashish imkoniyati, maxfiylikni himoyalash, o‘rganish samaradorligini oshirish hamda aloqa (kommunikatsiya) yuklamasini kamaytirish xususiyatlari tufayli tobora ko‘proq e’tiborni tortmoqda. Markazlashtirilmagan federativ o‘rganish (Decentralized Federated Learning, DFL) markaziy federativ o‘rganishdan (Centralized Federated Learning, CFL) farqli ravishda, markaziy serverga bo‘lgan ehtiyojni bartaraf etuvchi markazlashtirilmagan tarmoq arxitekturasiga asoslanadi. DFL mijozlar (klientlar) o‘rtasida bevosita aloqa o‘rnatishni ta’minlab, kommunikatsiya resurslarini sezilarli darajada tejash imkonini beradi.

Item Type: Article
Subjects: T Technology > T Technology (General)
Depositing User: Unnamed user with email info@ilmiykutubxona.uz
Date Deposited: 03 Feb 2026 01:34
Last Modified: 03 Feb 2026 01:34
URI: https://ilmiykutubxona.uz/id/eprint/2032

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