[PDF][PDF] Pemanfaatan machine learning dalam berbagai bidang

A Roihan, PA Sunarya, AS Rafika - Jurnal Khatulistiwa Informatika, 2020 - academia.edu
Pembelajaran mesin merupakan bagian dari kecerdasan buatan yang banyak digunakan
untuk memecahkan berbagai masalah. Artikel ini menyajikan ulasan pemecahan masalah …

The rise of traffic classification in IoT networks: A survey

H Tahaei, F Afifi, A Asemi, F Zaki, NB Anuar - Journal of Network and …, 2020 - Elsevier
With the proliferation of the Internet of Things (IoT), the integration and communication of
various objects have become a prevalent practice. The huge growth of IoT devices and …

A survey of networking applications applying the software defined networking concept based on machine learning

Y Zhao, Y Li, X Zhang, G Geng, W Zhang, Y Sun - IEEE access, 2019 - ieeexplore.ieee.org
The main task of future networks is to build, as much as possible, intelligent networking
architectures for intellectualization, activation, and customization. Software-defined …

Optimized traffic engineering in Software Defined Wireless Network based IoT (SDWN-IoT): State-of-the-art, research opportunities and challenges

R Kumar, U Venkanna, V Tiwari - Computer Science Review, 2023 - Elsevier
Wireless networks have been in focus since the last few decades due to their indispensable
role in the future generation networks like the Internet of Things (IoT). However, the …

Network resource management mechanisms in SDN enabled WSNs: A comprehensive review

V Tyagi, S Singh - Computer Science Review, 2023 - Elsevier
Wireless technologies usually have very limited computing, memory, and battery power that
require the optimal management of network resources to increase network performance …

Software-defined wireless sensor network: A comprehensive survey

A Narwaria, AP Mazumdar - Journal of Network and Computer Applications, 2023 - Elsevier
Abstract Software-Defined Networks (SDN), a trending networking technology, offers
promising solutions to address the inherent problems of wireless networks, particularly …

Intelligent traffic management in next-generation networks

O Aouedi, K Piamrat, B Parrein - Future internet, 2022 - mdpi.com
The recent development of smart devices has lead to an explosion in data generation and
heterogeneity. Hence, current networks should evolve to become more intelligent, efficient …

ML Based Intrusion Detection Scheme for various types of attacks in a WSN using C4. 5 and CART classifiers

P Gite, K Chouhan, KM Krishna, CK Nayak… - Materials Today …, 2023 - Elsevier
A key component for preserving a WSN's integrity is designing an intrusion detection system
(IDS). This article covers several sorts of security threats that may occur in a WSN. It …

Energy efficient design techniques in next‐generation wireless communication networks: emerging trends and future directions

JO Ogbebor, AL Imoize… - … and mobile computing, 2020 - Wiley Online Library
The projected rise in wireless communication traffic has necessitated the advancement of
energy‐efficient (EE) techniques for the design of wireless communication systems, given …

Architectural design, improvement, and challenges of distributed software-defined wireless sensor networks

UA Bukar, M Othman - Wireless Personal Communications, 2022 - Springer
Software-defined networking (SDN) is widely perceived to simplify network management
and monitoring. The introduction of the SDN model into wireless sensor networks (WSNs) …