Pub Date : 2021-10-19DOI: 10.1007/s42514-021-00080-x
Yun Su, Jipeng Zhou, Jiangyong Ying, Mingyao Zhou, Bin Zhou
{"title":"Computing infrastructure construction and optimization for high-performance computing and artificial intelligence","authors":"Yun Su, Jipeng Zhou, Jiangyong Ying, Mingyao Zhou, Bin Zhou","doi":"10.1007/s42514-021-00080-x","DOIUrl":"https://doi.org/10.1007/s42514-021-00080-x","url":null,"abstract":"","PeriodicalId":29895,"journal":{"name":"CCF Transactions on High Performance Computing","volume":"3 1","pages":"331 - 343"},"PeriodicalIF":0.9,"publicationDate":"2021-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42755606","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-10-19DOI: 10.1007/s42514-021-00081-w
Meiye Jiang, Congfan Bu, Jingyao Zeng, Zhenglin Du, Jingfa Xiao
{"title":"Applications and challenges of high performance computing in genomics","authors":"Meiye Jiang, Congfan Bu, Jingyao Zeng, Zhenglin Du, Jingfa Xiao","doi":"10.1007/s42514-021-00081-w","DOIUrl":"https://doi.org/10.1007/s42514-021-00081-w","url":null,"abstract":"","PeriodicalId":29895,"journal":{"name":"CCF Transactions on High Performance Computing","volume":"3 1","pages":"344 - 352"},"PeriodicalIF":0.9,"publicationDate":"2021-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46975826","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-09-01DOI: 10.1007/s42514-021-00078-5
Yang You, Jingyu Huang, Cho-Jui Hsieh, R. Vuduc, J. Demmel
{"title":"Communication-avoiding kernel ridge regression on parallel and distributed systems","authors":"Yang You, Jingyu Huang, Cho-Jui Hsieh, R. Vuduc, J. Demmel","doi":"10.1007/s42514-021-00078-5","DOIUrl":"https://doi.org/10.1007/s42514-021-00078-5","url":null,"abstract":"","PeriodicalId":29895,"journal":{"name":"CCF Transactions on High Performance Computing","volume":"3 1","pages":"252 - 270"},"PeriodicalIF":0.9,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44154832","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-09-01DOI: 10.1007/s42514-021-00077-6
Wei Xue, H. Fu, Weile Jia, Guangming Tan
{"title":"Editorial for the special issue on large-scale AI in classical HPC environment and AI for science","authors":"Wei Xue, H. Fu, Weile Jia, Guangming Tan","doi":"10.1007/s42514-021-00077-6","DOIUrl":"https://doi.org/10.1007/s42514-021-00077-6","url":null,"abstract":"","PeriodicalId":29895,"journal":{"name":"CCF Transactions on High Performance Computing","volume":"3 1","pages":"221 - 223"},"PeriodicalIF":0.9,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43834964","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-09-01DOI: 10.1007/s42514-021-00072-x
Shan-Zhong Liu, Jie Gao, Xin Liu, Zeqiang Huang, Tianyu Zheng
{"title":"Establishing high performance AI ecosystem on Sunway platform","authors":"Shan-Zhong Liu, Jie Gao, Xin Liu, Zeqiang Huang, Tianyu Zheng","doi":"10.1007/s42514-021-00072-x","DOIUrl":"https://doi.org/10.1007/s42514-021-00072-x","url":null,"abstract":"","PeriodicalId":29895,"journal":{"name":"CCF Transactions on High Performance Computing","volume":"3 1","pages":"224 - 241"},"PeriodicalIF":0.9,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46024619","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-08-26DOI: 10.1007/s42514-021-00073-w
Zhiyang Ding, X. Qin, Shu Yin
{"title":"Improving bioinformatics applications performance via active storage systems","authors":"Zhiyang Ding, X. Qin, Shu Yin","doi":"10.1007/s42514-021-00073-w","DOIUrl":"https://doi.org/10.1007/s42514-021-00073-w","url":null,"abstract":"","PeriodicalId":29895,"journal":{"name":"CCF Transactions on High Performance Computing","volume":"3 1","pages":"242 - 251"},"PeriodicalIF":0.9,"publicationDate":"2021-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45696641","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-08-20DOI: 10.1007/s42514-021-00076-7
K. Cheung, S. See
{"title":"Recent advance in machine learning for partial differential equation","authors":"K. Cheung, S. See","doi":"10.1007/s42514-021-00076-7","DOIUrl":"https://doi.org/10.1007/s42514-021-00076-7","url":null,"abstract":"","PeriodicalId":29895,"journal":{"name":"CCF Transactions on High Performance Computing","volume":"3 1","pages":"298 - 310"},"PeriodicalIF":0.9,"publicationDate":"2021-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s42514-021-00076-7","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48438323","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-08-10DOI: 10.1007/s42514-021-00074-9
Hua Chai, Zhongyue Zhang, Yi Wang, Yuedong Yang
{"title":"Predicting bladder cancer prognosis by integrating multi-omics data through a transfer learning-based Cox proportional hazards network","authors":"Hua Chai, Zhongyue Zhang, Yi Wang, Yuedong Yang","doi":"10.1007/s42514-021-00074-9","DOIUrl":"https://doi.org/10.1007/s42514-021-00074-9","url":null,"abstract":"","PeriodicalId":29895,"journal":{"name":"CCF Transactions on High Performance Computing","volume":"3 1","pages":"311 - 319"},"PeriodicalIF":0.9,"publicationDate":"2021-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s42514-021-00074-9","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44178926","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}