MSHGN: Multi-Scenario Adaptive Hierarchical Spatial Graph Convolution Network for GPU Utilization Prediction in Heterogeneous GPU Clusters

esDNN: Deep Neural Network based Multivariate Workload Prediction in Cloud Computing Environments

(2022) Minxian Xu et al.   ACM Transactions on Internet Technology

Performance predictors for graphics processing units applied to dark‐silicon‐aware design space exploration

(2022) Rhayssa Sonohata et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

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

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

Graph Sample and Aggregate-Attention Network for Hyperspectral Image Classification

(2021) Yao Ding et al.   IEEE Geoscience and Remote Sensing Letters

Horus: Interference-Aware and Prediction-Based Scheduling in Deep Learning Systems

(2021) Gingfung Yeung et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Workload forecasting and energy state estimation in cloud data centres: ML-centric approach

(2021) Tahseen Khan et al.   Future Generation Computer Systems-The International Journal of eScience

An Intelligent Swarm Based Prediction Approach For Predicting Cloud Computing User Resource Needs

(2020) Hisham A. Kholidy   COMPUTER COMMUNICATIONS

Utilization-prediction-aware virtual machine consolidation approach for energy-efficient cloud data centers

(2020) Sun-Yuan Hsieh et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

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

(2020) Jing Bi et al.   NEUROCOMPUTING

A load prediction model for cloud computing using PSO-based weighted wavelet support vector machine

(2018) Wei Zhong et al.   APPLIED INTELLIGENCE

An Efficient Deep Learning Model to Predict Cloud Workload for Industry Informatics

(2018) Qingchen Zhang et al.   IEEE Transactions on Industrial Informatics

A joint feature selection framework for multivariate resource usage prediction in cloud servers using stability and prediction performance

(2018) Shaifu Gupta et al.   JOURNAL OF SUPERCOMPUTING

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

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

Autoregressive Moving Average Graph Filtering

(2017) Elvin Isufi et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING