ECDX: Energy consumption prediction model based on distance correlation and XGBoost for edge data center-Reference-Cited by-同舟云学术

ECDX: Energy consumption prediction model based on distance correlation and XGBoost for edge data center

Published:2023-09 Issue: Volume:643 Page:119218
ISSN:0020-0255
Container-title:Information Sciences
language:en
Short-container-title:Information Sciences

Author:

Li Chuang,Zhu Dan,Hu Chunhua,Li Xiaolong,Nan Suqin,Huang Hua

Funder

Key Research and Development Program of Hunan Province of China

National Natural Science Foundation of China

Training Program for Excellent Young Innovators of Changsha

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Computer Science Applications,Theoretical Computer Science,Control and Systems Engineering,Software

Reference43 articles.

1. Artificial intelligence in industrial systems;Palhares;IEEE Trans. Ind. Electron.,2019

2. A novel distributed AI framework with ML for D2D communication in 5G/6G networks;Ioannou;Comput. Netw.,2022

3. Ts-replica: a novel replica placement algorithm based on the entropy weight topsis method in spark for multimedia data analysis;Liu;Inf. Sci.,2023

4. A new service mechanism for profit optimizations of a cloud provider and its users;Liu;IEEE Trans. Cloud Comput.,2017

5. Coalition formation for deadline-constrained resource procurement in cloud computing;Jha;J. Parallel Distrib. Comput.,2020

Cited by 7 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Combining Machine Learning techniques and Genetic Algorithm for predicting run times of High Performance Computing jobs;Applied Soft Computing;2024-11

2. 3D reconstruction of semantic-rich digital twins for ACMV monitoring and anomaly detection via scan-to-BIM and time-series data integration;Developments in the Built Environment;2024-10

3. A novel local grey model considering fluctuation based on kernel function for energy production prediction;Journal of Cleaner Production;2024-05

4. Enhancing building energy consumption prediction introducing novel occupant behavior models with sparrow search optimization and attention mechanisms: A case study for forty-five buildings in a university community;Energy;2024-05

5. Prediction of Total Phosphorus Based on Distance Correlation and Machine Learning Methods—a Case Study of Dongjiang River, China;Water, Air, & Soil Pollution;2024-01-24