Convolutional LSTM models to estimate network traffic

Convolutional LSTM models to estimate network traffic

Network utilisation efficiency can, at least in principle, often be improved by dynamically re-configuring routing policies to better distribute ongoing large data transfers. Unfortunately, the information necessary to decide on an appropriate reconfiguration—details of on-going and upcoming data tr...

Full description

Bibliographic Details
Main Authors:	Waczyńska Joanna, Martelli Edoardo, Vallecorsa Sofia, Karavakis Edward, Cass Tony
Format:	Article
Language:	English
Published:	EDP Sciences 2021-01-01
Series:	EPJ Web of Conferences
Online Access:	https://www.epj-conferences.org/articles/epjconf/pdf/2021/05/epjconf_chep2021_02050.pdf

Similar Items

NOTED: a framework to optimise network traffic via the analysis of data from File Transfer Services
by: Waczyńska Joanna, et al.
Published: (2021-01-01)

Multi-Lane Short-Term Traffic Forecasting With Convolutional LSTM Network
by: Yixuan Ma, et al.
Published: (2020-01-01)

Generalization of Convolutional LSTM Models for Crop Area Estimation
by: Maysa Malfiza Garcia de Macedo, et al.
Published: (2020-01-01)

Enhanced Security Authentication Based on Convolutional-LSTM Networks
by: Xiaoying Qiu, et al.
Published: (2021-08-01)

LSTM Fully Convolutional Networks for Time Series Classification
by: Fazle Karim, et al.
Published: (2018-01-01)

Insights Into LSTM Fully Convolutional Networks for Time Series Classification
by: Fazle Karim, et al.
Published: (2019-01-01)

LSTM Accelerator for Convolutional Object Identification
by: Alkiviadis Savvopoulos, et al.
Published: (2018-10-01)

Learning to Monitor Machine Health with Convolutional Bi-Directional LSTM Networks
by: Rui Zhao, et al.
Published: (2017-01-01)

Densely Connected Convolutional Networks With Attention LSTM for Crowd Flows Prediction
by: Wei Li, et al.
Published: (2019-01-01)

Kernel Point Convolution LSTM Networks for Radar Point Cloud Segmentation
by: Felix Nobis, et al.
Published: (2021-03-01)

Multitemporal Relearning With Convolutional LSTM Models for Land Use Classification
by: Yue Zhu, et al.
Published: (2021-01-01)

Short-term Traffic Speed Prediction using LSTM networks
by: YANG, YU-REN, et al.
Published: (2018)

Attention-Based Convolutional LSTM for Describing Video
by: Zhongyu Liu, et al.
Published: (2020-01-01)

Multimodal Gesture Recognition Using 3-D Convolution and Convolutional LSTM
by: Guangming Zhu, et al.
Published: (2017-01-01)

Traffic Accident Prediction Based on LSTM-GBRT Model
by: Zhihao Zhang, et al.
Published: (2020-01-01)

Deep Learning using Convolutional LSTM estimates Biological Age from Physical Activity
by: Syed Ashiqur Rahman, et al.
Published: (2019-08-01)

The Best Model of Convolutional Neural Networks Combined with LSTM for the Detection of Interpersonal Physical Violence in Videos
by: Hugo David Calderon Vilca, et al.
Published: (2021-05-01)

URBAN CHANGE DETECTION BASED ON SEMANTIC SEGMENTATION AND FULLY CONVOLUTIONAL LSTM NETWORKS
by: M. Papadomanolaki, et al.
Published: (2020-08-01)

Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition
by: Francisco Javier Ordóñez, et al.
Published: (2016-01-01)

Bidirectional Convolutional LSTM Neural Network for Remote Sensing Image Super-Resolution
by: Yunpeng Chang, et al.
Published: (2019-10-01)

A Scalable and Hybrid Intrusion Detection System Based on the Convolutional-LSTM Network
by: Muhammad Ashfaq Khan, et al.
Published: (2019-04-01)

Spatio-temporal prediction of residential burglaries using convolutional LSTM neural networks
by: Holm, Noah, et al.
Published: (2018)

Shared Representation Generator for Relation Extraction With Piecewise-LSTM Convolutional Neural Networks
by: Danfeng Yan, et al.
Published: (2019-01-01)

Image Compression Using LSTM/GRU Based Recurrent Convolution Neural Network
by: Ting-Xuan Wu, et al.
Published: (2018)

An Optimized Abstractive Text Summarization Model Using Peephole Convolutional LSTM
by: Md. Motiur Rahman, et al.
Published: (2019-10-01)

Hybrid LSTM Neural Network for Short-Term Traffic Flow Prediction
by: Yuelei Xiao, et al.
Published: (2019-03-01)

Supervised ECG wave segmentation using convolutional LSTM
by: Aman Malali, et al.
Published: (2020-09-01)

Partial Convolutional LSTM for Spatiotemporal Prediction of Incomplete Data
by: Hyesook Son, et al.
Published: (2020-01-01)

Social graph convolutional LSTM for pedestrian trajectory prediction
by: Yutao Zhou, et al.
Published: (2021-03-01)

Unidirectional and Bidirectional LSTM Models for Short-Term Traffic Prediction
by: Rusul L. Abduljabbar, et al.
Published: (2021-01-01)

Wavelet Decomposition and Convolutional LSTM Networks Based Improved Deep Learning Model for Solar Irradiance Forecasting
by: Fei Wang, et al.
Published: (2018-08-01)

A Dilated Convolution Network Based LSTM Model for Multi-step Prediction of Chaotic Time-series
by: Wang, Rongxi, et al.
Published: (2021)

A dilated convolution network-based LSTM model for multi-step prediction of chaotic time series
by: Wang, Rongxi, et al.
Published: (2021)

An Attention Enhanced Spatial–Temporal Graph Convolutional LSTM Network for Action Recognition in Karate
by: Jianping Guo, et al.
Published: (2021-09-01)

Video Object Detection Using Event-Aware Convolutional Lstm and Object Relation Networks
by: Chen Zhang, et al.
Published: (2021-08-01)

Spatiotemporal Traffic Flow Prediction with KNN and LSTM
by: Xianglong Luo, et al.
Published: (2019-01-01)

ICLSTM: Encrypted Traffic Service Identification Based on Inception-LSTM Neural Network
by: Bei Lu, et al.
Published: (2021-06-01)

Integrating Dilated Convolution into DenseLSTM for Audio Source Separation
by: Woon-Haeng Heo, et al.
Published: (2021-01-01)

A convolutional neural network with a two-stage LSTM model for tool presence detection in laparoscopic videos
by: Tamer Abdulbaki Alshirbaji, et al.
Published: (2020-09-01)

Video Object Detection With Two-Path Convolutional LSTM Pyramid
by: Chen Zhang, et al.
Published: (2020-01-01)