Elephant Flows Detection Using Deep Neural Network, Convolutional Neural Network, Long Short-Term Memory, and Autoencoder

Elephant Flows Detection Using Deep Neural Network, Convolutional Neural Network, Long Short-Term Memory, and Autoencoder

Currently, the widespread of real-time applications such as VoIP and videos-based applications require more data rates and reduced latency to ensure better quality of service (QoS). A well-designed traffic classification mechanism plays a major role for good QoS provision and network security verifi...

Full description

Bibliographic Details
Main Authors:	Getahun Wassie Geremew, Jianguo Ding
Format:	Article
Language:	English
Published:	Hindawi Limited 2023-01-01
Series:	Journal of Computer Networks and Communications
Online Access:	http://dx.doi.org/10.1155/2023/1495642

Similar Items

A Deep Neural Network Model for Short-Term Load Forecast Based on Long Short-Term Memory Network and Convolutional Neural Network
by: Chujie Tian, et al.
Published: (2018-12-01)

Deep Autoencoder Neural Networks for Short-Term Traffic Congestion Prediction of Transportation Networks
by: Sen Zhang, et al.
Published: (2019-05-01)

Gait-Based Human Identification by Combining Shallow Convolutional Neural Network-Stacked Long Short-Term Memory and Deep Convolutional Neural Network
by: Ganbayar Batchuluun, et al.
Published: (2018-01-01)

Music emotion recognition using convolutional long short term memory deep neural networks
by: Serhat Hizlisoy, et al.
Published: (2021-06-01)

Deep Convolutional Neural Network with Deconvolution and a Deep Autoencoder for Fault Detection and Diagnosis
by: Yasuhiro Kanno, et al.
Published: (2022-01-01)

Indoor Localization With an Autoencoder-Based Convolutional Neural Network
by: Hatice Arslantas, et al.
Published: (2024-01-01)

Ovarian tumor diagnosis using deep convolutional neural networks and a denoising convolutional autoencoder
by: Yuyeon Jung, et al.
Published: (2022-10-01)

Bearing Fault Diagnosis Based on Wide Deep Convolutional Neural Network and Long Short Term Memory
by: Zijian Chen, et al.
Published: (2023-01-01)

Convolution and Long Short-Term Memory Hybrid Deep Neural Networks for Remaining Useful Life Prognostics
by: Zhengmin Kong, et al.
Published: (2019-10-01)

A deep neural network model with GCN and 3D convolutional network for short‐term metro passenger flow forecasting
by: Xuanrong Zhang, et al.
Published: (2023-08-01)

Deep Convolution Neural Network and Autoencoders-Based Unsupervised Feature Learning of EEG Signals
by: Tingxi Wen, et al.
Published: (2018-01-01)

Prediction of mechanical properties of composite materials based on convolutional neural network-long and short-term memory neural network
by: P. Huang, et al.
Published: (2024-01-01)

Real-Time Short-Term Voltage Stability Assessment Using Combined Temporal Convolutional Neural Network and Long Short-Term Memory Neural Network
by: Ananta Adhikari, et al.
Published: (2022-06-01)

Anomaly Detection of Power Plant Equipment Using Long Short-Term Memory Based Autoencoder Neural Network
by: Di Hu, et al.
Published: (2020-10-01)

Toward Transportation Mode Recognition Using Deep Convolutional and Long Short-Term Memory Recurrent Neural Networks
by: Yanjun Qin, et al.
Published: (2019-01-01)

Author Correction: Ovarian tumor diagnosis using deep convolutional neural networks and a denoising convolutional autoencoder
by: Yuyeon Jung, et al.
Published: (2023-01-01)

Radar Signal Intra-Pulse Modulation Recognition Based on Convolutional Denoising Autoencoder and Deep Convolutional Neural Network
by: Zhiyu Qu, et al.
Published: (2019-01-01)

Convolution Neural Network Bidirectional Long Short-Term Memory for Heartbeat Arrhythmia Classification
by: Rami S. Alkhawaldeh, et al.
Published: (2023-12-01)

Solar Radiation Prediction Based on Convolution Neural Network and Long Short-Term Memory
by: Tingting Zhu, et al.
Published: (2021-12-01)

Convolutional neural network and long short-term memory models for ice-jam predictions
by: F. Madaeni, et al.
Published: (2022-04-01)

Long short‐term memory and convolutional neural network for abnormal driving behaviour recognition
by: Shuo Jia, et al.
Published: (2020-05-01)

Forecasting Solar Power Using Long-Short Term Memory and Convolutional Neural Networks
by: Woonghee Lee, et al.
Published: (2018-01-01)

Classification of Motor Imagery EEG Signals Based on Deep Autoencoder and Convolutional Neural Network Approach
by: Jamal F. Hwaidi, et al.
Published: (2022-01-01)

Improved DDoS Detection Utilizing Deep Neural Networks and Feedforward Neural Networks as Autoencoder
by: Ahmed Latif Yaser, et al.
Published: (2022-08-01)

Deep Air Quality Forecasts: Suspended Particulate Matter Modeling With Convolutional Neural and Long Short-Term Memory Networks
by: Ekta Sharma, et al.
Published: (2020-01-01)

Automatic Lip-Reading System Based on Deep Convolutional Neural Network and Attention-Based Long Short-Term Memory
by: Yuanyao Lu, et al.
Published: (2019-04-01)

Correction: Convolution Neural Network Bidirectional Long Short-Term Memory for Heartbeat Arrhythmia Classification
by: Rami S. Alkhawaldeh, et al.
Published: (2024-02-01)

A Deep Autoencoder-Based Convolution Neural Network Framework for Bearing Fault Classification in Induction Motors
by: Rafia Nishat Toma, et al.
Published: (2021-12-01)

A Novel Lidar Signal Denoising Method Based on Convolutional Autoencoding Deep Learning Neural Network
by: Minghuan Hu, et al.
Published: (2021-10-01)

Streamflow prediction using an integrated methodology based on convolutional neural network and long short-term memory networks
by: Sujan Ghimire, et al.
Published: (2021-09-01)

Multistage Real-Time Fire Detection Using Convolutional Neural Networks and Long Short-Term Memory Networks
by: Manh Dung Nguyen, et al.
Published: (2021-01-01)

Time-Averaged Wind Turbine Wake Flow Field Prediction Using Autoencoder Convolutional Neural Networks
by: Zexia Zhang, et al.
Published: (2021-12-01)

Electrocardiogram Signals Classification Using Deep-Learning-Based Incorporated Convolutional Neural Network and Long Short-Term Memory Framework
by: Alaa Eleyan, et al.
Published: (2024-02-01)

Image Denoising With Deep Convolutional Neural and Multi-Directional Long Short-Term Memory Networks Under Poisson Noise Environments
by: Wuttipong Kumwilaisak, et al.
Published: (2020-01-01)

Automated Surface Defect Inspection Based on Autoencoders and Fully Convolutional Neural Networks
by: Cheng-Wei Lei, et al.
Published: (2021-08-01)

Modulation classification based on denoising autoencoder and convolutional neural network with GNU radio
by: Jun Wang, et al.
Published: (2019-07-01)

Automatic Classification of Normal–Abnormal Heart Sounds Using Convolution Neural Network and Long-Short Term Memory
by: Ding Chen, et al.
Published: (2022-04-01)

Trip Generation Prediction Based on the Convolutional Neural Network-Multidimensional Long-Short Term Memory Neural Network Model at Grid Cell Scale
by: Tianzheng Xiao, et al.
Published: (2021-01-01)

Multiple-Input Deep Convolutional Neural Network Model for Short-Term Photovoltaic Power Forecasting
by: Chiou-Jye Huang, et al.
Published: (2019-01-01)

Multi-Spatio-Temporal Convolutional Neural Network for Short-Term Metro Passenger Flow Prediction
by: Ye Lu, et al.
Published: (2023-12-01)