One for All: Unified Workload Prediction for Dynamic Multi-tenant Edge Cloud Platforms

Author:

Huang Shaoyuan1ORCID,Wang Zheng1ORCID,Zhang Heng1ORCID,Wang Xiaofei1ORCID,Zhang Cheng2ORCID,Wang Wenyu3ORCID

Affiliation:

1. Tianjin University, Tianjin, China

2. Tianjin University of Finance & Economics, Tianjin, China

3. Paiou Cloud Computing (Shanghai) Co., Ltd, Shanghai, China

Funder

Tianjin Xinchuang Haihe Lab

China NSFC

China NSFC (Youth)

Publisher

ACM

Reference31 articles.

1. Shivani Arbat , Vinodh Kumaran Jayakumar , Jaewoo Lee , Wei Wang , and In Kee Kim . 2022 . Wasserstein Adversarial Transformer for Cloud Workload Prediction. In Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022. AAAI Press, 12433--12439. Shivani Arbat, Vinodh Kumaran Jayakumar, Jaewoo Lee, Wei Wang, and In Kee Kim. 2022. Wasserstein Adversarial Transformer for Cloud Workload Prediction. In Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022. AAAI Press, 12433--12439.

2. Fatemeh Azmandian , Micha Moffie , Jennifer G. Dy , Javed A. Aslam , and David R. Kaeli . 2011. Workload Characterization at the Virtualization Layer . In 2011 IEEE 19th Annual International Symposium on Modelling, Analysis, and Simulation of Computer and Telecommunication Systems. 63--72 . Fatemeh Azmandian, Micha Moffie, Jennifer G. Dy, Javed A. Aslam, and David R. Kaeli. 2011. Workload Characterization at the Virtualization Layer. In 2011 IEEE 19th Annual International Symposium on Modelling, Analysis, and Simulation of Computer and Telecommunication Systems. 63--72.

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

4. Resource Central

5. METRO;Cui Yue;Proc. VLDB Endow.,2022

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