Evaluating the Use of Policy Gradient Optimization Approach for Automatic Cloud Resource Provisioning

2020 ◽  
pp. 467-478 ◽  
Author(s):  
Włodzimierz Funika ◽  
Paweł Koperek
Keyword(s):  
Resource Provisioning ◽  
Optimization Approach ◽  
Cloud Resource ◽  
Gradient Optimization ◽  
Policy Gradient

Image captioning via hierarchical attention mechanism and policy gradient optimization

2020 ◽  
Vol 167 ◽  
pp. 107329 ◽  
Author(s):  
Shiyang Yan ◽  
Yuan Xie ◽  
Fangyu Wu ◽  
Jeremy S. Smith ◽  
Wenjin Lu ◽  
...  
Keyword(s):  
Attention Mechanism ◽  
Image Captioning ◽  
Gradient Optimization ◽  
Policy Gradient

Online Cloud Resource Provisioning Under Cost Budget for QoS Maximization

2021 ◽  
Author(s):  
Yu Liu ◽  
Niangjun Chen ◽  
Zhenhua Liu ◽  
Yuanyuan Yang
Keyword(s):  
Resource Provisioning ◽  
Cloud Resource

From Forecast to Decisions in Graphical Models: A Natural Gradient Optimization Approach

2021 ◽  
Author(s):  
Eric Benhamou ◽  
David Saltiel ◽  
Beatrice Guez ◽  
Jamal Atif ◽  
Rida Laraki
Keyword(s):  
Graphical Models ◽  
Optimization Approach ◽  
Natural Gradient ◽  
Gradient Optimization

Autonomic cloud resource provisioning and scheduling using meta-heuristic algorithm

2020 ◽  
Vol 32 (24) ◽  
pp. 18285-18303 ◽  
Author(s):  
Mohit Kumar ◽  
S. C. Sharma ◽  
Shalini Goel ◽  
Sambit Kumar Mishra ◽  
Akhtar Husain
Keyword(s):  
Heuristic Algorithm ◽  
Resource Provisioning ◽  
Cloud Resource

Quality of service aware cloud resource provisioning for social multimedia services and applications

2016 ◽  
Vol 76 (12) ◽  
pp. 14485-14509 ◽  
Author(s):  
Tamal Adhikary ◽  
Amit Kumar Das ◽  
Md. Abdur Razzaque ◽  
Majed Alrubaian ◽  
Mohammad Mehedi Hassan ◽  
...  
Keyword(s):  
Quality Of Service ◽  
Resource Provisioning ◽  
Multimedia Services ◽  
Social Multimedia ◽  
Cloud Resource

Retracted: Optimal Cloud Resource Provisioning: A Two-Criteria Formulation

2015 ◽  
pp. 360-364
Author(s):  
Geetika Mudali ◽  
Manas Ranjan Patra ◽  
K. Hemant Kumar Reddy ◽  
Diptendu Sinha Roy
Keyword(s):  
Resource Provisioning ◽  
Cloud Resource
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