Open AccessResource Allocation Algorithm Based on Modeling of Ubiquitous Network Node Capability
Author(s) -
DaeKyu Song,
Xushan Chen,
Lanlan Rui,
Wenjing Li,
Zongpeng Du,
Zhiqiang Li,
Lu Lu
Publication year - 2022
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/2224/1/012089
Subject(s) - computer science , distributed computing , node (physics) , schedule , resource allocation , scheduling (production processes) , utility computing , computer network , mathematical optimization , cloud computing , engineering , mathematics , structural engineering , cloud computing security , operating system
With the continuous development and progress of the Internet, computing power is gradually moving from the center to the edge. In order to perceive, measure, schedule and manage the distributed computing resources, it is necessary to model and evaluate the node capability. Based on the development trend of network computing convergence and the demand of network computing service scheduling, this paper studies the unified measurement model and resource allocation algorithm for the integration of network computing and heterogeneous resources. The node resources are divided into four dimensions: computing, communication, memory and storage, and on this basis, the comprehensive ability evaluation index is proposed. Through simulation analysis, the effectiveness of the resource allocation algorithm based on node capability modeling is verified.