Spot Price Prediction Based Dynamic Resource Scheduling for Web Applications

2019 ◽  
Author(s):  
Duan Liu ◽  
Zhicheng Cai ◽  
Yifei Lu
Keyword(s):  
Web Applications ◽  
Resource Scheduling ◽  
Spot Price ◽  
Price Prediction ◽  
Dynamic Resource

scholarly journals Sim-DRS: a similarity-based dynamic resource scheduling algorithm for microservice-based web systems

2021 ◽  
Vol 7 ◽  
pp. e824
Author(s):  
Yiren Li ◽  
Tieke Li ◽  
Pei Shen ◽  
Liang Hao ◽  
Wenjing Liu ◽  
...  
Keyword(s):  
Large Scale ◽  
Web Applications ◽  
State Of The Art ◽  
Scheduling Algorithm ◽  
Resource Scheduling ◽  
Experimental Results ◽  
Heuristic Scheduling ◽  
Dynamic Resource ◽  
Web Systems

Microservice-based Web Systems (MWS), which provide a fundamental infrastructure for constructing large-scale cloud-based Web applications, are designed as a set of independent, small and modular microservices implementing individual tasks and communicating with messages. This microservice-based architecture offers great application scalability, but meanwhile incurs complex and reactive autoscaling actions that are performed dynamically and periodically based on current workloads. However, this problem has thus far remained largely unexplored. In this paper, we formulate a problem of Dynamic Resource Scheduling for Microservice-based Web Systems (DRS-MWS) and propose a similarity-based heuristic scheduling algorithm that aims to quickly find viable scheduling schemes by utilizing solutions to similar problems. The performance superiority of the proposed scheduling solution in comparison with three state-of-the-art algorithms is illustrated by experimental results generated through a well-known microservice benchmark on disparate computing nodes in public clouds.

scholarly journals Dynamic Resource Scheduling for C2 Organizations Based on Multi-Objective Optimization

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 64614-64626 ◽  
Author(s):  
Xun Wang ◽  
Peiyang Yao ◽  
Jieyong Zhang ◽  
Wan Lujun ◽  
Zhiqiang Jiao
Keyword(s):  
Resource Scheduling ◽  
Multi Objective Optimization ◽  
Multi Objective ◽  
Dynamic Resource
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