Cloud federation three-layer architecture: game-theoretic QoS modeling

Facing intense competition from large public cloud providers both domestically and internationally, the survival difficulties of small and medium cloud providers have increased. To address this, establishing a cloud federation based on cooperation has become a viable strategy for these providers. Ho...

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:Dianxin Kexue Ročník 40; číslo 9; s. 146 - 161
Hlavní autoři: Ma, Kun, Hu, Chuangyue, Zhang, Yuzhi, Ma, Fangchao, Wang, Xiaodong, Dang, Zhonghua, Xiao, Wenhong, Chen, Shuangxi
Médium: Journal Article
Jazyk:čínština
Vydáno: Bejing China International Book Trading 01.09.2024
Beijing Xintong Media Co., Ltd
Témata:
Algorithms
Cloud computing
cloud federation
Competition
Cooperation
dynamic scheduling algorithm
Energy consumption
energy consumption optimization
Energy distribution
Evolutionary computation
Game theory
multi-QoS
Quality of service
Quality of service architectures
Strategy
Virtual environments
VM migration
ISSN:1000-0801
On-line přístup:Získat plný text
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
Popis
Shrnutí:Facing intense competition from large public cloud providers both domestically and internationally, the survival difficulties of small and medium cloud providers have increased. To address this, establishing a cloud federation based on cooperation has become a viable strategy for these providers. However, there is a complex interplay between pursuing individual maximum benefits and ensuring the overall quality of service（QoS） of the federation. A QoS based cloud federation model was proposed to address the above issues, covering a three-layer architecture of cloud computing. At the application to virtual layer, an innovative task allocation strategy based on the differential evolution（DE） algorithm was proposed, specifically designed to handle multi-QoS task distribution challenges. At the virtual to physical layer, a model for virtual machine migration that coexists with cooperation and competition was proposed,suitable for balancing energy consumption and QoS in a cloud federation game-theoretic computing e
Bibliografie:ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ISSN:1000-0801