resource usage prediction Latest Research Papers

A deep learning-based resource usage prediction model for resource provisioning in an autonomic cloud computing environment

Neural Computing and Applications ◽

10.1007/s00521-021-06665-5 ◽

2021 ◽

Author(s):

Mahfoudh Saeed Al-Asaly ◽

Mohamed A. Bencherif ◽

Ahmed Alsanad ◽

Mohammad Mehedi Hassan

Keyword(s):

Cloud Computing ◽

Deep Learning ◽

Prediction Model ◽

Resource Provisioning ◽

Resource Usage ◽

Computing Environment ◽

Cloud Computing Environment ◽

Resource Usage Prediction

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Hypertuming GRU Neural Networks for Edge Resource Usage Prediction

10.1109/iscc53001.2021.9631548 ◽

2021 ◽

Author(s):

John Violos ◽

Stylianos Tsanakas ◽

Theodoros Theodoropoulos ◽

Aris Leivadeas ◽

Konstantinos Tserpes ◽

...

Keyword(s):

Neural Networks ◽

Resource Usage ◽

Resource Usage Prediction

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An Attention-based Recurrent Neural Network for Resource Usage Prediction in Cloud Data Center

Journal of Physics Conference Series ◽

10.1088/1742-6596/2006/1/012007 ◽

2021 ◽

Vol 2006 (1) ◽

pp. 012007

Author(s):

Huidan Xi ◽

Cheng Yan ◽

Huixi Li ◽

Yinhao Xiao

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Data Center ◽

Resource Usage ◽

Cloud Data Center ◽

Cloud Data ◽

Resource Usage Prediction

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Task scheduling based on computing resource usage prediction in large-scale cluster

10.1145/3471274.3471284 ◽

2021 ◽

Author(s):

Weijie Liu ◽

Linhui Xu ◽

Yuanlong Chen

Keyword(s):

Task Scheduling ◽

Large Scale ◽

Resource Usage ◽

Computing Resource ◽

Resource Usage Prediction

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k Stacked Bidirectional LSTM for Resource Usage Prediction in Cloud Data Centers

10.1007/978-3-030-76736-5_14 ◽

2021 ◽

pp. 147-157

Author(s):

Yashwant Singh Patel ◽

Rishabh Jaiswal ◽

Savyasachi Pandey ◽

Rajiv Misra

Keyword(s):

Data Centers ◽

Resource Usage ◽

Cloud Data ◽

Cloud Data Centers ◽

Bidirectional Lstm ◽

Resource Usage Prediction

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Input Feature Engineering for Lstm-Based Vnf Resource Usage Prediction

SSRN Electronic Journal ◽

10.2139/ssrn.3997659 ◽

2021 ◽

Author(s):

Cédric St-Onge ◽

Nadjia Kara ◽

Claes Edstrom

Keyword(s):

Feature Engineering ◽

Resource Usage ◽

Input Feature ◽

Resource Usage Prediction

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Online Sparse BLSTM Models for Resource Usage Prediction in Cloud Datacentres

IEEE Transactions on Network and Service Management ◽

10.1109/tnsm.2020.3013922 ◽

2020 ◽

Vol 17 (4) ◽

pp. 2335-2349

Author(s):

Shaifu Gupta ◽

A. D. Dileep ◽

Timothy A. Gonsalves

Keyword(s):

Resource Usage ◽

Resource Usage Prediction

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GRU-ES: Resource Usage Prediction of Cloud Workloads Using a Novel Hybrid Method

2019 IEEE 21st International Conference on High Performance Computing and Communications; IEEE 17th International Conference on Smart City; IEEE 5th International Conference on Data Science and Systems (HPCC/SmartCity/DSS) ◽

10.1109/hpcc/smartcity/dss.2019.00175 ◽

2019 ◽

Cited By ~ 1

Author(s):

Yuming Cheng ◽

Chao Wang ◽

Huihuang Yu ◽

Yahui Hu ◽

Xuehai Zhou

Keyword(s):

Hybrid Method ◽

Resource Usage ◽

Cloud Workloads ◽

Resource Usage Prediction

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A DBN-Based Ensemble Method for Resource Usage Prediction in Clouds

Advances in Intelligent Systems and Computing - International Conference on Applications and Techniques in Cyber Intelligence ATCI 2019 ◽

10.1007/978-3-030-25128-4_116 ◽

2019 ◽

pp. 943-950 ◽

Cited By ~ 1

Author(s):

Yuan Wang ◽

Yiping Wen ◽

Yu Zhang ◽

Jinjun Chen

Keyword(s):

Ensemble Method ◽

Resource Usage ◽

Resource Usage Prediction

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RAN Resource Usage Prediction for a 5G Slice Broker

Proceedings of the Twentieth ACM International Symposium on Mobile Ad Hoc Networking and Computing - Mobihoc '19 ◽

10.1145/3323679.3326521 ◽

2019 ◽

Cited By ~ 5

Author(s):

Craig Gutterman ◽

Edward Grinshpun ◽

Sameer Sharma ◽

Gil Zussman

Keyword(s):

Resource Usage ◽

Resource Usage Prediction

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resource usage prediction
Recently Published Documents

TOTAL DOCUMENTS

H-INDEX

A deep learning-based resource usage prediction model for resource provisioning in an autonomic cloud computing environment

Hypertuming GRU Neural Networks for Edge Resource Usage Prediction

An Attention-based Recurrent Neural Network for Resource Usage Prediction in Cloud Data Center

Task scheduling based on computing resource usage prediction in large-scale cluster

k Stacked Bidirectional LSTM for Resource Usage Prediction in Cloud Data Centers

Input Feature Engineering for Lstm-Based Vnf Resource Usage Prediction

Online Sparse BLSTM Models for Resource Usage Prediction in Cloud Datacentres

GRU-ES: Resource Usage Prediction of Cloud Workloads Using a Novel Hybrid Method

A DBN-Based Ensemble Method for Resource Usage Prediction in Clouds

RAN Resource Usage Prediction for a 5G Slice Broker

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resource usage predictionRecently Published Documents

TOTAL DOCUMENTS

H-INDEX

A deep learning-based resource usage prediction model for resource provisioning in an autonomic cloud computing environment

Hypertuming GRU Neural Networks for Edge Resource Usage Prediction

An Attention-based Recurrent Neural Network for Resource Usage Prediction in Cloud Data Center

Task scheduling based on computing resource usage prediction in large-scale cluster

k Stacked Bidirectional LSTM for Resource Usage Prediction in Cloud Data Centers

Input Feature Engineering for Lstm-Based Vnf Resource Usage Prediction

Online Sparse BLSTM Models for Resource Usage Prediction in Cloud Datacentres

GRU-ES: Resource Usage Prediction of Cloud Workloads Using a Novel Hybrid Method

A DBN-Based Ensemble Method for Resource Usage Prediction in Clouds

RAN Resource Usage Prediction for a 5G Slice Broker

resource usage prediction
Recently Published Documents