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ML-based pre-deployment SDN performance prediction with neural network boosting regression
Software defined networking (SDN) has been proposed as an effective approach to improve
network management efficiency and increase network intelligence in various networks …
network management efficiency and increase network intelligence in various networks …
ML-based performance prediction of SDN using simulated data from real and synthetic networks
With increasing digitization and the emergence of the Internet of Things, more and more
devices communicate with each other, resulting in a drastic growth of communication …
devices communicate with each other, resulting in a drastic growth of communication …
Research of productivity of software configurable infrastructure in vanet networks on the basis of models of hybrid data transmission devices
Development of new generation networks based on software-defied networks and their
inclusion in the 5G stack requires new approaches to studying the operation of such …
inclusion in the 5G stack requires new approaches to studying the operation of such …
Centralized vs. Decentralized: A Hybrid Performance Model of the TSN Resource Allocation Protocol
Time-Sensitive Networking can provide a wide array of QoS guarantees that can be
leveraged in a variety of use cases, ranging from industrial applications to autonomous …
leveraged in a variety of use cases, ranging from industrial applications to autonomous …
Creation of adequate simulation models to analyze performance parameters of a virtual fog computing infrastructure
The rapid growth of networks and the increase in the value of information have led to a wide
use of fog and boundary computing especially in the wireless networks of telecom operators …
use of fog and boundary computing especially in the wireless networks of telecom operators …
Model Learning for Performance Prediction of Cloud-native Microservice Applications
JS Grohmann - 2022 - opus.bibliothek.uni-wuerzburg.de
One consequence of the recent coronavirus pandemic is increased demand and use of
online services around the globe. At the same time, performance requirements for modern …
online services around the globe. At the same time, performance requirements for modern …
Method of Obtaining Generalized Statical Characteristics of Network Equipment for Creation of Simulation Models
The research is devoted to the development of network equipment models that precisely
reproduce the operation of real equipment by time characteristics. It is aimed to create an …
reproduce the operation of real equipment by time characteristics. It is aimed to create an …
A Simulation-Based Optimization Framework for Online Adaptation of Networks
Today's data centers face continuous changes, including deployed services, growing
complexity, and increasing performance requirements. Customers expect not only round-the …
complexity, and increasing performance requirements. Customers expect not only round-the …
Методика получения обобщенных статистических характеристик сетевого оборудования для создания имитационных моделей
Работа посвящена проблеме разработки моделей сетевого оборудования, которые
точно воспроизводят работу реального оборудования по временным характеристикам …
точно воспроизводят работу реального оборудования по временным характеристикам …
[HTML][HTML] Исследование производительности программно-конфигурируемой инфраструктуры в сетях VANET на базе моделей гибридных устройств передачи …
Развитие сетей нового поколения на основе программно-конфигурируемых сетей и
включение их в стек 5G требует новых подходов к изучению работы таких сетей …
включение их в стек 5G требует новых подходов к изучению работы таких сетей …