气候变化领域集成服务门户(CCPortal): CyberGIS-Compute: Middleware for democratizing scalable geocomputation

CCPortal

DOI	10.1016/j.softx.2024.101691
	CyberGIS-Compute: Middleware for democratizing scalable geocomputation
	Michels, Alexander C.; Padmanabhan, Anand; Xiao, Zimo; Kotak, Mit; Baig, Furqan; Wang, Shaowen
发表日期	2024
ISSN	2352-7110
起始页码	26
卷号	26
英文摘要	CyberGIS-geographic information science and systems (GIS) based on advanced cyberinfrastructure-is becoming increasingly important to tackling a variety of socio-environmental problems like climate change, disaster management, and water security. While recent advances in high-performance computing (HPC) have the potential to help address these problems, the technical knowledge required to use HPC has posed challenges to many domain experts. In this paper, we present CyberGIS-Compute: a geospatial middleware tool designed to democratize HPC access for solving diverse socio-environmental problems. CyberGIS-Compute does this by providing a simple user interface in Jupyter, streamlining the process of integrating domain-specific models with HPC, and establishing a suite of APIs friendly to domain experts.
英文关键词	CyberGIS; High -performance computing; Middleware; Scientific workflow
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Software Engineering
WOS记录号	WOS:001217871900001
来源期刊	SOFTWAREX
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/289933
作者单位	University of Illinois System; University of Illinois Urbana-Champaign; Carnegie Mellon University; Massachusetts Institute of Technology (MIT)
推荐引用方式 GB/T 7714	Michels, Alexander C.,Padmanabhan, Anand,Xiao, Zimo,et al. CyberGIS-Compute: Middleware for democratizing scalable geocomputation[J],2024,26.
APA	Michels, Alexander C.,Padmanabhan, Anand,Xiao, Zimo,Kotak, Mit,Baig, Furqan,&Wang, Shaowen.(2024).CyberGIS-Compute: Middleware for democratizing scalable geocomputation.SOFTWAREX,26.
MLA	Michels, Alexander C.,et al."CyberGIS-Compute: Middleware for democratizing scalable geocomputation".SOFTWAREX 26(2024).