WorkloadDiff: Conditional Denoising Diffusion Probabilistic Models for Cloud Workload Prediction

Weiping Zheng; Zongxiao Chen; Kaiyuan Zheng; Weijian Zheng; Y. Chen; Xiaomao Fan

doi:10.1109/tcc.2024.3461649

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JOURNAL ARTICLE

WorkloadDiff: Conditional Denoising Diffusion Probabilistic Models for Cloud Workload Prediction

Weiping Zheng Zongxiao Chen Kaiyuan Zheng Weijian Zheng Y. Chen Xiaomao Fan

Year: 2024 Journal: IEEE Transactions on Cloud Computing Vol: 12 (4)Pages: 1291-1304 Publisher: Institute of Electrical and Electronics Engineers

DOI: 10.1109/tcc.2024.3461649

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Keywords:

Cloud computing Probabilistic logic Computer science Workload Diffusion Data mining Artificial intelligence

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Topics

Cloud Computing and Resource Management

Physical Sciences → Computer Science → Information Systems

Traffic Prediction and Management Techniques

Physical Sciences → Engineering → Building and Construction

Air Quality Monitoring and Forecasting

Physical Sciences → Environmental Science → Environmental Engineering

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