Cargando…

A Novel Method for Improved Network Traffic Prediction Using Enhanced Deep Reinforcement Learning Algorithm

Network data traffic is increasing with expanded networks for various applications, with text, image, audio, and video for inevitable needs. Network traffic pattern identification and analysis of traffic of data content are essential for different needs and different scenarios. Many approaches have...

Descripción completa

Detalles Bibliográficos
Autores principales:	Balamurugan, Nagaiah Mohanan, Adimoolam, Malaiyalathan, Alsharif, Mohammed H., Uthansakul, Peerapong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9269698/ https://www.ncbi.nlm.nih.gov/pubmed/35808501 http://dx.doi.org/10.3390/s22135006

Ejemplares similares

A Novel Forward-Propagation Workflow Assessment Method for Malicious Packet Detection
por: Balamurugan, Nagaiah Mohanan, et al.
Publicado: (2022)

Automated Triage System for Intensive Care Admissions during the COVID-19 Pandemic Using Hybrid XGBoost-AHP Approach
por: Deif, Mohanad A., et al.
Publicado: (2021)

Intelligent Reflecting Surfaces Assisted UAV Communications for Massive Networks: Current Trends, Challenges, and Research Directions
por: Mohsan, Syed Agha Hassnain, et al.
Publicado: (2022)

A traffic light control method based on multi-agent deep reinforcement learning algorithm
por: Liu, Dongjiang, et al.
Publicado: (2023)

Real-Time Gait Phase Detection Using Wearable Sensors for Transtibial Prosthesis Based on a kNN Algorithm
por: Rattanasak, Atcharawan, et al.
Publicado: (2022)

Investigation of a Miniaturized Four-Element Antenna Integrated with Dipole Elements and Meta-Couplers for 5G Applications
por: Mohanty, Asutosh, et al.
Publicado: (2022)

Performance Evaluation of UAV-Enabled LoRa Networks for Disaster Management Applications
por: Saraereh, Omar A., et al.
Publicado: (2020)

Deep Reinforcement Learning for Traffic Signal Control Model and Adaptation Study
por: Tan, Jiyuan, et al.
Publicado: (2022)

The Recent Advancement in Unmanned Aerial Vehicle Tracking Antenna: A Review
por: Kelechi, Anabi Hilary, et al.
Publicado: (2021)

Distributed Denial of Service Attack Detection in Network Traffic Using Deep Learning Algorithm
por: Ramzan, Mahrukh, et al.
Publicado: (2023)

Deep Learning Based Traffic Prediction Method for Digital Twin Network
por: Lai, Junyu, et al.
Publicado: (2023)

Traffic Signal Control Using Hybrid Action Space Deep Reinforcement Learning
por: Bouktif, Salah, et al.
Publicado: (2021)

Tracking a Decentralized Linear Trajectory in an Intermittent Observation Environment
por: Ullah, Wasi, et al.
Publicado: (2020)

Cellular Network Power Allocation Algorithm Based on Deep Reinforcement Learning and Artificial Intelligence
por: Cao, Jinghua, et al.
Publicado: (2022)

DVNE-DRL: dynamic virtual network embedding algorithm based on deep reinforcement learning
por: Xiao, Xiancui
Publicado: (2023)

Deep reinforcement learning for wireless networks
por: Yu, F Richard, et al.
Publicado: (2019)

Deep Reinforcement Meta-Learning and Self-Organization in Complex Systems: Applications to Traffic Signal Control
por: Korecki, Marcin
Publicado: (2023)

A Survey on Deep Reinforcement Learning Algorithms for Robotic Manipulation
por: Han, Dong, et al.
Publicado: (2023)

Faster sorting algorithms discovered using deep reinforcement learning
por: Mankowitz, Daniel J., et al.
Publicado: (2023)

Algorithmic fairness and bias mitigation for clinical machine learning with deep reinforcement learning
por: Yang, Jenny, et al.
Publicado: (2023)

Algorithms for Reinforcement Learning
por: Szepesvari, Csaba
Publicado: (2010)

Deep Reinforcement Learning-Based Traffic Signal Control Using High-Resolution Event-Based Data
por: Wang, Song, et al.
Publicado: (2019)

Application of Deep Reinforcement Learning Algorithm in Uncertain Logistics Transportation Scheduling
por: Yuan, Yunmei, et al.
Publicado: (2021)

Pairwise Heuristic Sequence Alignment Algorithm Based on Deep Reinforcement Learning
Publicado: (2021)

A deep reinforcement learning algorithm for the rectangular strip packing problem
por: Fang, Jie, et al.
Publicado: (2023)

A Control Method with Reinforcement Learning for Urban Un-Signalized Intersection in Hybrid Traffic Environment
por: Shi, Yanjun, et al.
Publicado: (2022)

Deep Reinforcement Learning for Attacking Wireless Sensor Networks
por: Parras, Juan, et al.
Publicado: (2021)

UAV Enhanced Target-Barrier Coverage Algorithm for Wireless Sensor Networks Based on Reinforcement Learning
por: Li, Li, et al.
Publicado: (2022)

Application of deep neural network and deep reinforcement learning in wireless communication
por: Li, Ming, et al.
Publicado: (2020)

DOC-IDS: A Deep Learning-Based Method for Feature Extraction and Anomaly Detection in Network Traffic
por: Yoshimura, Naoto, et al.
Publicado: (2022)

Application of Reinforcement Learning in Cognitive Radio Networks: Models and Algorithms
por: Yau, Kok-Lim Alvin, et al.
Publicado: (2014)

Comparing Deep Reinforcement Learning Algorithms’ Ability to Safely Navigate Challenging Waters
por: Larsen, Thomas Nakken, et al.
Publicado: (2021)

Deep reinforcement learning based offloading decision algorithm for vehicular edge computing
por: Hu, Xi, et al.
Publicado: (2022)

Retracted: Application of Deep Reinforcement Learning Algorithm in Uncertain Logistics Transportation Scheduling
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

Design of reinforcement learning for perimeter control using network transmission model based macroscopic traffic simulation
por: Yoon, Jinwon, et al.
Publicado: (2020)

Effects analysis of reward functions on reinforcement learning for traffic signal control
por: Lee, Hyosun, et al.
Publicado: (2022)

Multi-Agent Reinforcement Learning for Traffic Flow Management of Autonomous Vehicles
por: Mushtaq, Anum, et al.
Publicado: (2023)

Explaining deep reinforcement learning decisions in complex multiagent settings: towards enabling automation in air traffic flow management
por: Kravaris, Theocharis, et al.
Publicado: (2022)

Self-controlling photonic-on-chip networks with deep reinforcement learning
por: Do, Nguyen, et al.
Publicado: (2021)

Road Traffic Forecast Based on Meteorological Information through Deep Learning Methods
por: Braz, Fernando José, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_u20qiev09gb2j1qtqbql7s5k00