@inproceedings{7043eea0ce3c4cd6bd5edfc84fe346d5,
title = "Performance Analysis and Optimization of Cyro-EM Structure Determination in RELION-2",
abstract = "REgularised LIkelihood OptimisatioN (RELION) is one of the most popular softwares used in single particle cryo-EM structure determination. Although efforts have been made to optimize the workflow of RELION, the refinement step still remains as a bottleneck for our exploration of performance improvement. In this paper, we thoroughly analyze the cause of the performance bottleneck and propose corresponding optimization for performance speedup. The experiment results show that our approach achieves a speedup of 3.17× without degrading the resolution.",
keywords = "Cyro-EM, Performance analysis and optimization, Relion",
author = "Xin You and Hailong Yang and Zhongzhi Luan and Depei Qian",
note = "Publisher Copyright: {\textcopyright} 2018, Springer Nature Singapore Pte Ltd.; 12th Conference on Advanced Computer Architecture, ACA 2018 ; Conference date: 10-08-2018 Through 11-08-2018",
year = "2018",
doi = "10.1007/978-981-13-2423-9\_15",
language = "英语",
isbn = "9789811324222",
series = "Communications in Computer and Information Science",
publisher = "Springer Verlag",
pages = "195--209",
editor = "Junjie Wu and Chao Li",
booktitle = "Advanced Computer Architecture - 12th Conference, ACA 2018, Proceedings",
address = "德国",
}