Power consumption model based on feature selection and deep learning in cloud computing scenarios

Practical Model for Energy Consumption Analysis of Beam Pumping Motor Systems and Its Energy-Saving Applications

(2018) Haisen Zhao et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

Feature selection in machine learning prediction systems for renewable energy applications

(2018) S. Salcedo-Sanz et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Source-Level Energy Consumption Estimation for Cloud Computing Tasks

(2018) Hui Liu et al.   IEEE Access

Fine-Grained Energy Consumption Model of Servers Based on Task Characteristics in Cloud Data Center

(2018) Zhou Zhou et al.   IEEE Access

LACE: A Locust-Inspired Scheduling Algorithm to Reduce Energy Consumption in Cloud Datacenters

(2018) Heba A. Kurdi et al.   IEEE Access

Consumption Behavior Analytics-Aided Energy Forecasting and Dispatch

(2017) Yingchen Zhang et al.   IEEE INTELLIGENT SYSTEMS

A clustering algorithm for stream data with LDA-based unsupervised localized dimension reduction

(2017) Sirisup Laohakiat et al.   INFORMATION SCIENCES

Data Center Energy Consumption Modeling: A Survey

(2016) Miyuru Dayarathna et al.   IEEE Communications Surveys and Tutorials

Stochastic Energy Efficient Cloud Service Provisioning Deploying Renewable Energy Sources

(2016) Markos Anastasopoulos et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Fog Computing May Help to Save Energy in Cloud Computing

(2016) Fatemeh Jalali et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Survey of Techniques and Architectures for Designing Energy-Efficient Data Centers

(2016) Junaid Shuja et al.   IEEE Systems Journal

Adaptive Power Efficiency Control by Computer Power Consumption Prediction Using Performance Counters

(2016) Shinichi Kawaguchi et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

A Hierarchical Correlation Model for Evaluating Reliability, Performance, and Power Consumption of a Cloud Service

(2016) Xiwei Qiu et al.   IEEE Transactions on Systems Man Cybernetics-Systems

EnReal: An Energy-Aware Resource Allocation Method for Scientific Workflow Executions in Cloud Environment

(2016) Xiaolong Xu et al.   IEEE Transactions on Cloud Computing

Deep learning

(2015) Yann LeCun et al.   NATURE

EMaaS: Cloud-Based Energy Management Service for Distributed Renewable Energy Integration

(2015) Yu-Wen Chen et al.   IEEE Transactions on Smart Grid

Managing performance and power consumption tradeoff for multiple heterogeneous servers in cloud computing

(2014) Yuan Tian et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

A survey and taxonomy on energy efficient resource allocation techniques for cloud computing systems

(2014) Abdul Hameed et al.   COMPUTING

Power Consumption Estimation Models for Processors, Virtual Machines, and Servers

(2013) Christoph Mobius et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Energy accounting for shared virtualized environments under DVFS using PMC-based power models

(2011) Ramon Bertran et al.   Future Generation Computer Systems-The International Journal of eScience