KJCKorea
Journal Central

@article{ART002768444},
author={Kim, Seongchan and Sa-kwang Song},
title={CANVAS: A Cloud-based Research Data Analytics Environment and System},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2021},
volume={26},
number={10},
pages={117-124},
doi={10.9708/jksci.2021.26.10.117}

TY - JOUR
AU - Kim, Seongchan
AU - Sa-kwang Song
TI - CANVAS: A Cloud-based Research Data Analytics Environment and System
JO - Journal of The Korea Society of Computer and Information
PY - 2021
VL - 26
IS - 10
PB - The Korean Society Of Computer And Information
SP - 117
EP - 124
SN - 1598-849X
AB - In this paper, we propose CANVAS (Creative ANalytics enVironment And System), an analytics system of the National Research Data Platform (DataON). CANVAS is a personalized analytics cloud service for researchers who need computing resources and tools for research data analysis. CANVAS is designed in consideration of scalability based on micro-services architecture and was built on top of open-source software such as eGovernment Standard framework (Spring framework), Kubernetes, and JupyterLab. The built system provides personalized analytics environments to multiple users, enabling high-speed and large-capacity analysis by utilizing high-performance cloud infrastructure (CPU/GPU). More specifically, modeling and processing data is possible in JupyterLab or GUI workflow environment. Since CANVAS shares data with DataON, the research data registered by users or downloaded data can be directly processed in the CANVAS. As a result, CANVAS enhances the convenience of data analysis for users in DataON and contributes to the sharing and utilization of research data.
KW - CANVAS;Cloud Analysis Environment;Korea Research Data Platform;DataON;Workflow;JupyterLab
DO - 10.9708/jksci.2021.26.10.117
ER -

Kim, Seongchan and Sa-kwang Song. (2021). CANVAS: A Cloud-based Research Data Analytics Environment and System. Journal of The Korea Society of Computer and Information, 26(10), 117-124.

Kim, Seongchan and Sa-kwang Song. 2021, "CANVAS: A Cloud-based Research Data Analytics Environment and System", Journal of The Korea Society of Computer and Information, vol.26, no.10 pp.117-124. Available from: doi:10.9708/jksci.2021.26.10.117

Kim, Seongchan, Sa-kwang Song "CANVAS: A Cloud-based Research Data Analytics Environment and System" Journal of The Korea Society of Computer and Information 26.10 pp.117-124 (2021) : 117.

Kim, Seongchan, Sa-kwang Song. CANVAS: A Cloud-based Research Data Analytics Environment and System. 2021; 26(10), 117-124. Available from: doi:10.9708/jksci.2021.26.10.117

Kim, Seongchan and Sa-kwang Song. "CANVAS: A Cloud-based Research Data Analytics Environment and System" Journal of The Korea Society of Computer and Information 26, no.10 (2021) : 117-124.doi: 10.9708/jksci.2021.26.10.117

Kim, Seongchan; Sa-kwang Song. CANVAS: A Cloud-based Research Data Analytics Environment and System. Journal of The Korea Society of Computer and Information, 26(10), 117-124. doi: 10.9708/jksci.2021.26.10.117

Kim, Seongchan; Sa-kwang Song. CANVAS: A Cloud-based Research Data Analytics Environment and System. Journal of The Korea Society of Computer and Information. 2021; 26(10) 117-124. doi: 10.9708/jksci.2021.26.10.117

Kim, Seongchan, Sa-kwang Song. CANVAS: A Cloud-based Research Data Analytics Environment and System. 2021; 26(10), 117-124. Available from: doi:10.9708/jksci.2021.26.10.117

Kim, Seongchan and Sa-kwang Song. "CANVAS: A Cloud-based Research Data Analytics Environment and System" Journal of The Korea Society of Computer and Information 26, no.10 (2021) : 117-124.doi: 10.9708/jksci.2021.26.10.117