Pub Date : 2021-03-15DOI: 10.1007/s10619-021-07330-5
Veluru Chinnaiah, B. Yadav
{"title":"An enhanced visual approach for accessing the clustering tendency of big data","authors":"Veluru Chinnaiah, B. Yadav","doi":"10.1007/s10619-021-07330-5","DOIUrl":"https://doi.org/10.1007/s10619-021-07330-5","url":null,"abstract":"","PeriodicalId":50568,"journal":{"name":"Distributed and Parallel Databases","volume":"41 1","pages":"21-36"},"PeriodicalIF":1.2,"publicationDate":"2021-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s10619-021-07330-5","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47133102","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-03-14DOI: 10.1007/s10619-021-07327-0
M. Jibril, Philipp Götze, David Broneske, K. Sattler
{"title":"Selective caching: a persistent memory approach for multi-dimensional index structures","authors":"M. Jibril, Philipp Götze, David Broneske, K. Sattler","doi":"10.1007/s10619-021-07327-0","DOIUrl":"https://doi.org/10.1007/s10619-021-07327-0","url":null,"abstract":"","PeriodicalId":50568,"journal":{"name":"Distributed and Parallel Databases","volume":"40 1","pages":"47 - 66"},"PeriodicalIF":1.2,"publicationDate":"2021-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s10619-021-07327-0","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47953113","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-02-03DOI: 10.1007/s10619-021-07322-5
Pavlos Kranas, B. Kolev, O. Levchenko, Esther Pacitti, P. Valduriez, R. Jiménez-Peris, M. Patiño-Martínez
{"title":"Parallel query processing in a polystore","authors":"Pavlos Kranas, B. Kolev, O. Levchenko, Esther Pacitti, P. Valduriez, R. Jiménez-Peris, M. Patiño-Martínez","doi":"10.1007/s10619-021-07322-5","DOIUrl":"https://doi.org/10.1007/s10619-021-07322-5","url":null,"abstract":"","PeriodicalId":50568,"journal":{"name":"Distributed and Parallel Databases","volume":"39 1","pages":"939 - 977"},"PeriodicalIF":1.2,"publicationDate":"2021-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s10619-021-07322-5","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44103879","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-01-29DOI: 10.1007/s10619-021-07321-6
Imadeddine Mountasser, B. Ouhbi, Ferdaous Hdioud, B. Frikh
{"title":"Semantic-based Big Data integration framework using scalable distributed ontology matching strategy","authors":"Imadeddine Mountasser, B. Ouhbi, Ferdaous Hdioud, B. Frikh","doi":"10.1007/s10619-021-07321-6","DOIUrl":"https://doi.org/10.1007/s10619-021-07321-6","url":null,"abstract":"","PeriodicalId":50568,"journal":{"name":"Distributed and Parallel Databases","volume":"39 1","pages":"891 - 937"},"PeriodicalIF":1.2,"publicationDate":"2021-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s10619-021-07321-6","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44119382","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-01-01Epub Date: 2020-11-17DOI: 10.1007/s10619-020-07318-7
Lin Yao, Zhenyu Chen, Haibo Hu, Guowei Wu, Bin Wu
The widely application of positioning technology has made collecting the movement of people feasible for knowledge-based decision. Data in its original form often contain sensitive attributes and publishing such data will leak individuals' privacy. Especially, a privacy threat occurs when an attacker can link a record to a specific individual based on some known partial information. Therefore, maintaining privacy in the published data is a critical problem. To prevent record linkage, attribute linkage, and similarity attacks based on the background knowledge of trajectory data, we propose a data privacy preservation with enhanced l-diversity. First, we determine those critical spatial-temporal sequences which are more likely to cause privacy leakage. Then, we perturb these sequences by adding or deleting some spatial-temporal points while ensuring the published data satisfy our ( )-privacy, an enhanced privacy model from l-diversity. Our experiments on both synthetic and real-life datasets suggest that our proposed scheme can achieve better privacy while still ensuring high utility, compared with existing privacy preservation schemes on trajectory.
{"title":"Sensitive attribute privacy preservation of trajectory data publishing based on l-diversity.","authors":"Lin Yao, Zhenyu Chen, Haibo Hu, Guowei Wu, Bin Wu","doi":"10.1007/s10619-020-07318-7","DOIUrl":"https://doi.org/10.1007/s10619-020-07318-7","url":null,"abstract":"<p><p>The widely application of positioning technology has made collecting the movement of people feasible for knowledge-based decision. Data in its original form often contain sensitive attributes and publishing such data will leak individuals' privacy. Especially, a privacy threat occurs when an attacker can link a record to a specific individual based on some known partial information. Therefore, maintaining privacy in the published data is a critical problem. To prevent record linkage, attribute linkage, and similarity attacks based on the background knowledge of trajectory data, we propose a data privacy preservation with enhanced <i>l</i>-diversity. First, we determine those critical spatial-temporal sequences which are more likely to cause privacy leakage. Then, we perturb these sequences by adding or deleting some spatial-temporal points while ensuring the published data satisfy our ( <math><mrow><mi>L</mi> <mo>,</mo> <mi>α</mi> <mo>,</mo> <mi>β</mi></mrow> </math> )-privacy, an enhanced privacy model from <i>l</i>-diversity. Our experiments on both synthetic and real-life datasets suggest that our proposed scheme can achieve better privacy while still ensuring high utility, compared with existing privacy preservation schemes on trajectory.</p>","PeriodicalId":50568,"journal":{"name":"Distributed and Parallel Databases","volume":"39 3","pages":"785-811"},"PeriodicalIF":1.2,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s10619-020-07318-7","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"38736393","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-10-30DOI: 10.1007/s10619-020-07316-9
Na Wang, Chao Wang, Sian-Jheng Lin
{"title":"A simplified variant of tabled asymmetric numeral systems with a smaller look-up table","authors":"Na Wang, Chao Wang, Sian-Jheng Lin","doi":"10.1007/s10619-020-07316-9","DOIUrl":"https://doi.org/10.1007/s10619-020-07316-9","url":null,"abstract":"","PeriodicalId":50568,"journal":{"name":"Distributed and Parallel Databases","volume":"39 1","pages":"711 - 732"},"PeriodicalIF":1.2,"publicationDate":"2020-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s10619-020-07316-9","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44424997","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-10-23DOI: 10.1007/s10619-020-07315-w
Trong Duc Nguyen, Ming-Hung Shih, D. Srivastava, S. Tirthapura, Bojian Xu
{"title":"Stratified random sampling from streaming and stored data","authors":"Trong Duc Nguyen, Ming-Hung Shih, D. Srivastava, S. Tirthapura, Bojian Xu","doi":"10.1007/s10619-020-07315-w","DOIUrl":"https://doi.org/10.1007/s10619-020-07315-w","url":null,"abstract":"","PeriodicalId":50568,"journal":{"name":"Distributed and Parallel Databases","volume":"39 1","pages":"665 - 710"},"PeriodicalIF":1.2,"publicationDate":"2020-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s10619-020-07315-w","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47468698","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-09-27DOI: 10.1007/s10619-020-07313-y
Shimin Chen, Panos K. Chrysanthis, Khuzaima S. Daudjee, M. Hsu, Mohammad Sadoghi
{"title":"Introduction to the special issue on Self-managing and Hardware-Optimized Database Systems 2019","authors":"Shimin Chen, Panos K. Chrysanthis, Khuzaima S. Daudjee, M. Hsu, Mohammad Sadoghi","doi":"10.1007/s10619-020-07313-y","DOIUrl":"https://doi.org/10.1007/s10619-020-07313-y","url":null,"abstract":"","PeriodicalId":50568,"journal":{"name":"Distributed and Parallel Databases","volume":"38 1","pages":"767 - 769"},"PeriodicalIF":1.2,"publicationDate":"2020-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s10619-020-07313-y","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42757232","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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