Pub Date : 2019-06-16DOI: 10.1007/978-3-030-34356-9_20
S. Fiore, D. Elia, Cosimo Palazzo, Fabrizio Antonio, Alessandro D'Anca, Ian T Foster, G. Aloisio
{"title":"Towards High Performance Data Analytics for Climate Change","authors":"S. Fiore, D. Elia, Cosimo Palazzo, Fabrizio Antonio, Alessandro D'Anca, Ian T Foster, G. Aloisio","doi":"10.1007/978-3-030-34356-9_20","DOIUrl":"https://doi.org/10.1007/978-3-030-34356-9_20","url":null,"abstract":"","PeriodicalId":345133,"journal":{"name":"ISC Workshops","volume":"14 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133135016","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 : 2019-06-16DOI: 10.1007/978-3-030-34356-9_34
M. Mascagni
{"title":"Three Numerical Reproducibility Issues That Can Be Explained as Round-Off Error","authors":"M. Mascagni","doi":"10.1007/978-3-030-34356-9_34","DOIUrl":"https://doi.org/10.1007/978-3-030-34356-9_34","url":null,"abstract":"","PeriodicalId":345133,"journal":{"name":"ISC Workshops","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122284189","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 : 2019-06-16DOI: 10.1007/978-3-030-34356-9_32
Ahmad Hesam, S. Vallecorsa, G. Khattak, F. Carminati
{"title":"Evaluating POWER Architecture for Distributed Training of Generative Adversarial Networks","authors":"Ahmad Hesam, S. Vallecorsa, G. Khattak, F. Carminati","doi":"10.1007/978-3-030-34356-9_32","DOIUrl":"https://doi.org/10.1007/978-3-030-34356-9_32","url":null,"abstract":"","PeriodicalId":345133,"journal":{"name":"ISC Workshops","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129753256","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 : 2019-06-16DOI: 10.1007/978-3-030-34356-9_49
Kwai Wong, S. Tomov, J. Dongarra
{"title":"Hands-On Research and Training in High Performance Data Sciences, Data Analytics, and Machine Learning for Emerging Environments","authors":"Kwai Wong, S. Tomov, J. Dongarra","doi":"10.1007/978-3-030-34356-9_49","DOIUrl":"https://doi.org/10.1007/978-3-030-34356-9_49","url":null,"abstract":"","PeriodicalId":345133,"journal":{"name":"ISC Workshops","volume":"234 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121422992","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 : 2019-06-16DOI: 10.1007/978-3-030-34356-9_14
S. Pophale, Swen Boehm, V. G. V. Larrea
{"title":"Comparing High Performance Computing Accelerator Programming Models","authors":"S. Pophale, Swen Boehm, V. G. V. Larrea","doi":"10.1007/978-3-030-34356-9_14","DOIUrl":"https://doi.org/10.1007/978-3-030-34356-9_14","url":null,"abstract":"","PeriodicalId":345133,"journal":{"name":"ISC Workshops","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115190697","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 : 2019-06-16DOI: 10.1007/978-3-030-34356-9_44
C. Jiang, David Ojika, T. Kurth, Prabhat, S. Vallecorsa, Bhavesh Patel, H. Lam
{"title":"Acceleration of Scientific Deep Learning Models on Heterogeneous Computing Platform with Intel® FPGAs","authors":"C. Jiang, David Ojika, T. Kurth, Prabhat, S. Vallecorsa, Bhavesh Patel, H. Lam","doi":"10.1007/978-3-030-34356-9_44","DOIUrl":"https://doi.org/10.1007/978-3-030-34356-9_44","url":null,"abstract":"","PeriodicalId":345133,"journal":{"name":"ISC Workshops","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124997418","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 : 2019-06-16DOI: 10.1007/978-3-030-34356-9_36
Adrian Grupp, V. Kozlov, I. C. Plasencia, M. David, J. Gomes, Á. García
{"title":"Benchmarking Deep Learning Infrastructures by Means of TensorFlow and Containers","authors":"Adrian Grupp, V. Kozlov, I. C. Plasencia, M. David, J. Gomes, Á. García","doi":"10.1007/978-3-030-34356-9_36","DOIUrl":"https://doi.org/10.1007/978-3-030-34356-9_36","url":null,"abstract":"","PeriodicalId":345133,"journal":{"name":"ISC Workshops","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116731782","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 : 2019-06-16DOI: 10.1007/978-3-030-34356-9_12
I. Reguly, Branden J. Moore, T. Schmielau, J. D. Toit, G. Mudalige
{"title":"Batch Solution of Small PDEs with the OPS DSL","authors":"I. Reguly, Branden J. Moore, T. Schmielau, J. D. Toit, G. Mudalige","doi":"10.1007/978-3-030-34356-9_12","DOIUrl":"https://doi.org/10.1007/978-3-030-34356-9_12","url":null,"abstract":"","PeriodicalId":345133,"journal":{"name":"ISC Workshops","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131990151","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 : 2019-06-16DOI: 10.1007/978-3-030-34356-9_45
Kai Zhang, A. Entezari
{"title":"In-Situ Data Reduction via Incoherent Sensing","authors":"Kai Zhang, A. Entezari","doi":"10.1007/978-3-030-34356-9_45","DOIUrl":"https://doi.org/10.1007/978-3-030-34356-9_45","url":null,"abstract":"","PeriodicalId":345133,"journal":{"name":"ISC Workshops","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131990570","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}
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