A Resource Utilization Prediction Model for Cloud Data Centers Using Evolutionary Algorithms and Machine Learning Techniques

An efficient forecasting approach for resource utilization in cloud data center using CNN-LSTM model

(2021) Soukaina Ouhame et al.   NEURAL COMPUTING & APPLICATIONS

MrLBA: multi-resource load balancing algorithm for cloud computing using ant colony optimization

(2021) Arfa Muteeh et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

Energy-Efficient Load Balancing Algorithm for Workflow Scheduling in Cloud Data Centers Using Queuing and Thresholds

(2021) Nimra Malik et al.   Applied Sciences-Basel

Hybrid Particle Swarm Optimization Algorithm for Process Planning

(2020) Xu Zhang et al.   Mathematics

Online Sparse BLSTM Models for Resource Usage Prediction in Cloud Datacentres

(2020) Shaifu Gupta et al.   IEEE Transactions on Network and Service Management

VM Reservation Plan Adaptation Using Machine Learning in Cloud Computing

(2019) Bartlomiej Sniezynski et al.   Journal of Grid Computing

A novel hybrid GA–PSO framework for mining quantitative association rules

(2019) Fateme Moslehi et al.   SOFT COMPUTING

Efficient resource provisioning for elastic Cloud services based on machine learning techniques

(2019) Rafael Moreno-Vozmediano et al.   Journal of Cloud Computing-Advances Systems and Applications

Towards optimal resource provisioning for Hadoop-MapReduce jobs using scale-out strategy and its performance analysis in private cloud environment

(2018) Ramakrishnan Ramanathan et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

Hybrid GA-PSO Optimization of Artificial Neural Network for Forecasting Electricity Demand

(2018) et al.   Energies

A learning automata-based ensemble resource usage prediction algorithm for cloud computing environment

(2018) Ali Asghar Rahmanian et al.   Future Generation Computer Systems-The International Journal of eScience

Predicting host CPU utilization in the cloud using evolutionary neural networks

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

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

A hybrid GA-PSO optimization algorithm for conformal antenna array pattern synthesis

(2018) Zhipeng Liang et al.   JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS

Workflow Scheduling Using Hybrid GA-PSO Algorithm in Cloud Computing

(2018) Ahmad M. Manasrah et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

An intelligent regressive ensemble approach for predicting resource usage in cloud computing

(2018) Gurleen Kaur et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

An adaptive prediction approach based on workload pattern discrimination in the cloud

(2017) Chunhong Liu et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

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

(2017) Binbin Song et al.   JOURNAL OF SUPERCOMPUTING