Pub Date : 2020-12-02DOI: 10.1007/978-3-662-63519-3_5
Markus Holzleitner, Lukas Gruber, Jose A. Arjona-Medina, Johannes Brandstetter, S. Hochreiter
{"title":"Convergence Proof for Actor-Critic Methods Applied to PPO and RUDDER","authors":"Markus Holzleitner, Lukas Gruber, Jose A. Arjona-Medina, Johannes Brandstetter, S. Hochreiter","doi":"10.1007/978-3-662-63519-3_5","DOIUrl":"https://doi.org/10.1007/978-3-662-63519-3_5","url":null,"abstract":"","PeriodicalId":133531,"journal":{"name":"Trans. Large Scale Data Knowl. Centered Syst.","volume":"119 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114150584","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 : 2020-11-20DOI: 10.1007/978-3-662-62386-2_1
Tariq Abdullah, Ahmed Ahmet
{"title":"Extracting Insights: A Data Centre Architecture Approach in Million Genome Era","authors":"Tariq Abdullah, Ahmed Ahmet","doi":"10.1007/978-3-662-62386-2_1","DOIUrl":"https://doi.org/10.1007/978-3-662-62386-2_1","url":null,"abstract":"","PeriodicalId":133531,"journal":{"name":"Trans. Large Scale Data Knowl. Centered Syst.","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123684937","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 : 2020-09-21DOI: 10.1007/978-3-662-62386-2_6
Max Halford, Philippe Saint-Pierre, F. Morvan
{"title":"Selectivity Estimation with Attribute Value Dependencies using Linked Bayesian Networks","authors":"Max Halford, Philippe Saint-Pierre, F. Morvan","doi":"10.1007/978-3-662-62386-2_6","DOIUrl":"https://doi.org/10.1007/978-3-662-62386-2_6","url":null,"abstract":"","PeriodicalId":133531,"journal":{"name":"Trans. Large Scale Data Knowl. Centered Syst.","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124097936","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 : 2020-09-10DOI: 10.1007/978-3-662-62271-1_4
Riad Ladjel, N. Anciaux, P. Pucheral, Guillaume Scerri
{"title":"Secure Distributed Queries over Large Sets of Personal Home Boxes","authors":"Riad Ladjel, N. Anciaux, P. Pucheral, Guillaume Scerri","doi":"10.1007/978-3-662-62271-1_4","DOIUrl":"https://doi.org/10.1007/978-3-662-62271-1_4","url":null,"abstract":"","PeriodicalId":133531,"journal":{"name":"Trans. Large Scale Data Knowl. Centered Syst.","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127817230","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 : 2020-09-10DOI: 10.1007/978-3-662-62271-1_2
Gaëtan Heidsieck, Daniel de Oliveira, Esther Pacitti, C. Pradal, F. Tardieu, P. Valduriez
{"title":"Efficient Execution of Scientific Workflows in the Cloud Through Adaptive Caching","authors":"Gaëtan Heidsieck, Daniel de Oliveira, Esther Pacitti, C. Pradal, F. Tardieu, P. Valduriez","doi":"10.1007/978-3-662-62271-1_2","DOIUrl":"https://doi.org/10.1007/978-3-662-62271-1_2","url":null,"abstract":"","PeriodicalId":133531,"journal":{"name":"Trans. Large Scale Data Knowl. Centered Syst.","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114652244","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 : 2019-10-18DOI: 10.1007/978-3-662-60531-8_3
É. Leclercq, Annabelle Gillet, Thierry Grison, M. Savonnet
{"title":"Polystore and Tensor Data Model for Logical Data Independence and Impedance Mismatch in Big Data Analytics","authors":"É. Leclercq, Annabelle Gillet, Thierry Grison, M. Savonnet","doi":"10.1007/978-3-662-60531-8_3","DOIUrl":"https://doi.org/10.1007/978-3-662-60531-8_3","url":null,"abstract":"","PeriodicalId":133531,"journal":{"name":"Trans. Large Scale Data Knowl. Centered Syst.","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121159936","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 : 2019-10-18DOI: 10.1007/978-3-662-60531-8_2
B. Putz, G. Pernul
{"title":"Trust Factors and Insider Threats in Permissioned Distributed Ledgers - An Analytical Study and Evaluation of Popular DLT Frameworks","authors":"B. Putz, G. Pernul","doi":"10.1007/978-3-662-60531-8_2","DOIUrl":"https://doi.org/10.1007/978-3-662-60531-8_2","url":null,"abstract":"","PeriodicalId":133531,"journal":{"name":"Trans. Large Scale Data Knowl. Centered Syst.","volume":"134 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126290873","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 : 2019-01-05DOI: 10.1007/978-3-662-58664-8_4
Khouloud Salameh, R. Chbeir, H. Camblong
{"title":"SSG: An Ontology-Based Information Model for Smart Grids","authors":"Khouloud Salameh, R. Chbeir, H. Camblong","doi":"10.1007/978-3-662-58664-8_4","DOIUrl":"https://doi.org/10.1007/978-3-662-58664-8_4","url":null,"abstract":"","PeriodicalId":133531,"journal":{"name":"Trans. Large Scale Data Knowl. Centered Syst.","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130869126","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 : 2019-01-04DOI: 10.1007/978-3-662-58664-8_5
Franck Michel, C. Faron-Zucker, J. Montagnat
{"title":"Bridging the Semantic Web and NoSQL Worlds: Generic SPARQL Query Translation and Application to MongoDB","authors":"Franck Michel, C. Faron-Zucker, J. Montagnat","doi":"10.1007/978-3-662-58664-8_5","DOIUrl":"https://doi.org/10.1007/978-3-662-58664-8_5","url":null,"abstract":"","PeriodicalId":133531,"journal":{"name":"Trans. Large Scale Data Knowl. Centered Syst.","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121454650","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 : 2018-11-23DOI: 10.1007/978-3-662-58415-6_6
T. H. Pham, Jesper Kristensen, S. T. Mai, I. Assent, Jon Jacobsen, Bay Vo, Anh Le
{"title":"Interactive Exploration of Subspace Clusters on Multicore Processors","authors":"T. H. Pham, Jesper Kristensen, S. T. Mai, I. Assent, Jon Jacobsen, Bay Vo, Anh Le","doi":"10.1007/978-3-662-58415-6_6","DOIUrl":"https://doi.org/10.1007/978-3-662-58415-6_6","url":null,"abstract":"","PeriodicalId":133531,"journal":{"name":"Trans. Large Scale Data Knowl. Centered Syst.","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126691821","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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