期刊论文

Li, Zhetao

英文

IEEE Transactions on Parallel and Distributed Systems

1045-9219

2020

31

7

1518-1532

10.1109/TPDS.2020.2968913

Science and Technology Projects of Xi'an, China (Grant Number: 201809170CX11JC12) 10.13039/501100001809-National Natural Science Foundation of China (Grant Number: 61972302) Key Research and Development Program of Shanxi Provence (Grant Number: 2017ZDXM-GY-002) Hunan Provincial Natural Science Foundation of China for Distinguished Young Scholars (Grant Number: 2018JJ1025) Hunan Science and Technology Planning (Grant Number: 2019RS3019) 10.13039/501100013290-National Key Research and Development Program of China Stem Cell and Translational Research (Grant Number: 2018YFB1003702)

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As an essential feature of cloud computing, dynamic scalability enables the cloud system to dynamically expand or shrink resources according to user needs at runtime. Effectively predicting and optimizing the cost and performance of cloud computing platforms have become one of the key research challenges in the field of cloud computing. In this article, to quantitatively predict the cost and performance of cloud computing platforms, we propose a cloud computing resource analysis model considering both hot/cold startup and hot/cold shutdown of v...