Integrated deep learning method for workload and resource prediction in cloud systems

Long range dependence in cloud servers: a statistical analysis based on Google workload trace

(2020) Shaifu Gupta et al.   COMPUTING

AI-based modeling and data-driven evaluation for smart manufacturing processes

(2020) Mohammadhossein Ghahramani et al.   IEEE-CAA Journal of Automatica Sinica

Deep learning and time series-to-image encoding for financial forecasting

(2020) Silvio Barra et al.   IEEE-CAA Journal of Automatica Sinica

Temporal Prediction of Multiapplication Consolidated Workloads in Distributed Clouds

(2019) Jing Bi et al.   IEEE Transactions on Automation Science and Engineering

Multiqueue Scheduling of Heterogeneous Tasks With Bounded Response Time in Hybrid Green IaaS Clouds

(2019) Haitao Yuan et al.   IEEE Transactions on Industrial Informatics

Non-Dominated Immune-Endocrine Short Feedback Algorithm for Multi-Robot Maritime Patrolling

(2019) Li Huang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

A Big Data-Enabled Consolidated Framework for Energy Efficient Software Defined Data Centers in IoT Setups

(2019) Kuljeet Kaur et al.   IEEE Transactions on Industrial Informatics

Workload prediction in cloud using artificial neural network and adaptive differential evolution

(2018) Jitendra Kumar et al.   Future Generation Computer Systems-The International Journal of eScience

Renewable Energy-based Multi-Indexed Job Classification and Container Management Scheme for Sustainability of Cloud Data Centers

(2018) Gagangeet Singh Aujla et al.   IEEE Transactions on Industrial Informatics

An Inherently Nonnegative Latent Factor Model for High-Dimensional and Sparse Matrices from Industrial Applications

(2018) Xin Luo et al.   IEEE Transactions on Industrial Informatics

Asymptotic Bayesian Theory of Quickest Change Detection for Hidden Markov Models

(2018) Cheng-Der Fuh et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Dendritic Neuron Model With Effective Learning Algorithms for Classification, Approximation, and Prediction

(2018) Shangce Gao et al.   IEEE Transactions on Neural Networks and Learning Systems

TL-GDBN: Growing Deep Belief Network With Transfer Learning

(2018) GongMing Wang et al.   IEEE Transactions on Automation Science and Engineering

Mean Squared Error Analysis of Quantizers With Error Feedback

(2017) Shuichi Ohno et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Host load prediction with long short-term memory in cloud computing

(2017) Binbin Song et al.   JOURNAL OF SUPERCOMPUTING

Generating Highly Accurate Predictions for Missing QoS Data via Aggregating Nonnegative Latent Factor Models

(2016) Xin Luo et al.   IEEE Transactions on Neural Networks and Learning Systems

A Forecasting Methodology for Workload Forecasting in Cloud Systems

(2016) Francisco Javier Baldan et al.   IEEE Transactions on Cloud Computing

Stochastic Modeling and Quality Evaluation of Infrastructure-as-a-Service Clouds

(2015) Yunni Xia et al.   IEEE Transactions on Automation Science and Engineering

Incremental Support Vector Learning for Ordinal Regression

(2015) Bin Gu et al.   IEEE Transactions on Neural Networks and Learning Systems

Towards Optimized Fine-Grained Pricing of IaaS Cloud Platform

(2015) Hai Jin et al.   IEEE Transactions on Cloud Computing

Workload Prediction Using ARIMA Model and Its Impact on Cloud Applications’ QoS

(2015) Rodrigo N. Calheiros et al.   IEEE Transactions on Cloud Computing

Efficient Resources Provisioning Based on Load Forecasting in Cloud

(2014) Rongdong Hu et al.   TheScientificWorldJOURNAL

Multi-step-ahead time series prediction using multiple-output support vector regression

(2013) Yukun Bao et al.   NEUROCOMPUTING

Iterated time series prediction with multiple support vector regression models

(2012) Li Zhang et al.   NEUROCOMPUTING

Empirical prediction models for adaptive resource provisioning in the cloud

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

Multiple-output modeling for multi-step-ahead time series forecasting

(2010) Souhaib Ben Taieb et al.   NEUROCOMPUTING