Multimodal cloud resources utilization forecasting using a Bidirectional Gated Recurrent Unit predictor based on a power efficient Stacked denoising Autoencoders

To reap the advantages of many continual growing cloud services, cloud industries should adopt smart and holistic resources scheduling strategies. By deploying efficient deep learning technologies, many chaotic cloud traffics’ potential issues may be solved. Toward efficient cloud instances rightsiz...

Full description

Bibliographic Details
Published in:	Alexandria Engineering Journal
Main Authors:	Hamzaoui Ikhlasse, Duthil Benjamin, Courboulay Vincent, Medromi Hicham
Format:	Article
Language:	English
Published:	Elsevier 2022-12-01
Subjects:	Multimodal instances prediction Stacked Denoising Auto Encoders Bidirectional Gated Recurrent Unit Time series Power efficiency
Online Access:	http://www.sciencedirect.com/science/article/pii/S1110016822003295

Similar Items

Physics-Informed Denoising Model for Dynamic Data Recovery of Power Systems
by: Jian Li, et al.
Published: (2025-01-01)

Visualized Stacked Denoising Auto-Encoder Model for Extracting and Evaluating the State Features of Rolling Bearings
by: Qing Zhang, et al.
Published: (2022-09-01)

Reliable Fault Diagnosis of Bearings Using an Optimized Stacked Variational Denoising Auto-Encoder
by: Xiaoan Yan, et al.
Published: (2021-12-01)

Data-driven power system reliability evaluation based on stacked denoising auto-encoders
by: Ziheng Dong, et al.
Published: (2022-04-01)

Deep Learning with Stacked Denoising Auto-Encoder for Short-Term Electric Load Forecasting
by: Peng Liu, et al.
Published: (2019-06-01)

Sediment Classification of Acoustic Backscatter Image Based on Stacked Denoising Autoencoder and Modified Extreme Learning Machine
by: Ping Zhou, et al.
Published: (2020-11-01)

Wear state recognition of mechanical equipment based on stacked denoised auto-encoding network
by: FAN Hongwei, et al.
Published: (2020-11-01)

Proactive and Power Efficient Hybrid Virtual Network Embedding: An AWS Cloud Case Study
by: Ikhlasse Hamzaoui, et al.
Published: (2022-01-01)

Hyperspectral Image Denoising and Compression Using Optimized Bidirectional Gated Recurrent Unit
by: Divya Mohan, et al.
Published: (2024-09-01)

Radar Target Recognition Based on Stacked Denoising Sparse Autoencoder
by: Zhao Feixiang, et al.
Published: (2017-04-01)

Dynamic Depth Learning in Stacked AutoEncoders
by: Sarah Alfayez, et al.
Published: (2023-10-01)

A Stacked Multi-Granularity Convolution Denoising Auto-Encoder
by: Yun Yang, et al.
Published: (2019-01-01)

Network Intrusion Detection Method Based on Hybrid Improved Residual Network Blocks and Bidirectional Gated Recurrent Units
by: Hongchen Yu, et al.
Published: (2023-01-01)

Traffic Image Analysis Based on Stacked Denoising Autoencoder Neural Network
by: Daehyon Kim
Published: (2023-12-01)

Short-term power load forecasting using bidirectional gated recurrent units-based adaptive stacked autoencoder
by: Jizhe Dong, et al.
Published: (2025-04-01)

Leveraging Wearable Sensors for Human Daily Activity Recognition with Stacked Denoising Autoencoders
by: Qin Ni, et al.
Published: (2020-09-01)

An Anomaly Detection Method for UAV Based on Wavelet Decomposition and Stacked Denoising Autoencoder
by: Shenghan Zhou, et al.
Published: (2024-05-01)

Fault Diagnosis of Permanent Magnet Synchronous Motor Based on Stacked Denoising Autoencoder
by: Xiaowei Xu, et al.
Published: (2021-03-01)

Extreme Learning Machine Based on Stacked Denoising Sparse Auto-Encoder
by: ZHANG Guoling, WANG Xiaodan, LI Rui, LAI Jie, XIANG Qian
Published: (2020-09-01)

Recognition of cancer mediating genes using MLP-SDAE model
by: Sougata Sheet, et al.
Published: (2024-12-01)

Identification Method for Missing Cotter Pins in Catenary Systems Based on Stacked Denoising Autoencoder Network
by: SHAN Chonghao
Published: (2024-10-01)

Data Quality Improvement Method for Power Equipment Condition Based on Stacked Denoising Autoencoders Improved by Particle Swarm Optimization
by: JI Rong, HOU Huijuan, SHENG Gehao, ZHANG Lijing, SHU Bo, JIANG Xiuchen
Published: (2025-06-01)

A novel lossy image compression algorithm using multi-models stacked AutoEncoders
by: Salam Fraihat, et al.
Published: (2023-09-01)

Stacked Denoising Autoencoder With Density-Grid Based Clustering Method for Detecting Outlier of Wind Turbine Components
by: Zexian Sun, et al.
Published: (2019-01-01)

Recognition algorithm of hot-rolled strip steel water beam mark based on a semi-supervised learning model of an improved denoising autoencoder
by: Zhao-yu CHEN, et al.
Published: (2022-08-01)

Spectrum Sensing Meets ISAC: An Spectrum Detection Scheme for ISAC Services Based on Improved Denoising Auto-Encoder and CNN
by: Yuebo Li, et al.
Published: (2025-03-01)

Design of Confidence-Integrated Denoising Auto-Encoder for Personalized Top-N Recommender Systems
by: Zeshan Aslam Khan, et al.
Published: (2023-02-01)

Face recognition algorithm based on stack denoising and self-encoding LBP
by: Lu Yanjing, et al.
Published: (2022-04-01)

SAR Target Recognition with Feature Fusion Based on Stacked Autoencoder
by: Kang Miao, et al.
Published: (2017-04-01)

Stepwise inertial intelligent control for wind power frequency support based on modified stacked denoising autoencoder
by: Tao Zhou, et al.
Published: (2022-11-01)

A Stacked Denoising Sparse Autoencoder Based Fault Early Warning Method for Feedwater Heater Performance Degradation
by: Xingshuo Li, et al.
Published: (2020-11-01)

Visual impairment prevention by early detection of diabetic retinopathy based on stacked auto-encoder
by: Shagufta Almas, et al.
Published: (2025-01-01)

Enhancement of underwater acoustic signal based on denoising automatic-encoder
by: Jingwei YIN, et al.
Published: (2019-10-01)

Enhancement of underwater acoustic signal based on denoising automatic-encoder
by: Jingwei YIN, et al.
Published: (2019-10-01)

Stacked-denoising-auto-encoder-based reliability assessment method for power system operation
by: Bingchen Zhang, et al.
Published: (2023-03-01)

Prediction of psychophysiological perception of driver in road tunnel using particle swarm optimization improved stacked denoising autoencoder model
by: Can Qin, et al.
Published: (2025-09-01)

A Channel Attention-Based Denoising Autoencoder U-Net and Classifier (UNA-DAEC) for Signal Identification Under Challenging SNR Conditions
by: Ife Olalekan Ebo, et al.
Published: (2025-01-01)

A Deep Learning Approach to Urban Street Functionality Prediction Based on Centrality Measures and Stacked Denoising Autoencoder
by: Fatemeh Noori, et al.
Published: (2020-07-01)

A Novel Deep Learning System with Data Augmentation for Machine Fault Diagnosis from Vibration Signals
by: Qiang Fu, et al.
Published: (2020-08-01)

ECG Signal Ｒecognition Based on Deep Stacked Network
by: ZHANG Ｒiu, et al.
Published: (2021-06-01)