Zamonaviy tarmoq arxitekturasi doimiy ravishda o‘zgarib, tashkilotlarning IT infratuzilmasini yanada moslashuvchan, samarali va xavfsiz qilishga qaratilgan innovatsiyalar bilan boyimoqda. So‘nggi yillarda korxonalar tomonidan bulut texnologiyalaridan keng foydalanilishi, masofaviy ish modelining ommalashuvi va ma’lumot almashinuvi hajmining ortishi natijasida tarmoqlarni optimallashtirish muammosi dolzarb masalaga aylandi. Shu nuqtai nazardan, Software-Defined Wide Area Network (SD-WAN) texnologiyasi tashkilotlarga tarmoqlarni markazlashtirilgan boshqarish va optimallashtirish imkonini beradi.
Mazkur maqolada zamonaviy axborot xavfsizligi tahdidlariga qarshi kurashishda sun’iy intellekt (SI) texnologiyalarining tutgan o‘rni chuqur tahlil qilinadi. Global miqyosda raqamli transformatsiyaning jadallashuvi bilan birga kiberxavfsizlik muammolari…
Mazkur maqolada audio signallarda mavjud bo'lgan shovqinni bartaraf qilishning zamonaviy usullari, xususan, chuqur o'rganishga asoslangan Long Short-Term Memory (LSTM) algoritmidan foydalanish imkoniyatlari tadqiq qilingan. Audio datasetlar yordamida amalga oshiril…
Traditional artificial intelligence deployment relies heavily on probabilistic generation, introducing systemic vulnerabilities such as hallucination and unverified assertions. This article establishes a rigorous framework for executing the complete scientific method as a natural…
In multiple attribute decision making (MADM), there is often a need for comparing the attributes. In situations such as time pressure and lack of adequate knowledge, eliciting exact numerical weights from decision maker (DM) is impossible, but instead, obtaining a ranking of the…
Modern fiber-optic communication lines are the fundamental basis of digital infrastructure, however, their operation is associated with growing requirements for reliability, bandwidth and protection from physical and cyber threats, which makes traditional threshold and statistica…
This study explores enhanced oil recovery (EOR) strategies, with a focus on carbonate reservoirs constituting over 60% of global oil discoveries. While “smart water” injection proves effective in EOR for carbonate reservoirs, offshore application challenges arise due…