{"title":"分布式环境中有效和高效的大数据管理:模型、问题和研究视角","authors":"A. Cuzzocrea","doi":"10.1109/CCGRID.2019.00071","DOIUrl":null,"url":null,"abstract":"This paper focuses the attention on the emerging problem of effectively and efficiently managing big data in distributed environments, by also proposing research perspectives along this line of research. Most relevant state-of-the-art approaches are also reported and discussed. Finally, the paper proposes the logical architecture of a distributed system that considers the interesting case of sensor data, a significant instance of big data.","PeriodicalId":234571,"journal":{"name":"2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID)","volume":"222 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Effective and Efficient Big Data Management in Distributed Environments: Models, Issues, and Research Perspectives\",\"authors\":\"A. Cuzzocrea\",\"doi\":\"10.1109/CCGRID.2019.00071\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper focuses the attention on the emerging problem of effectively and efficiently managing big data in distributed environments, by also proposing research perspectives along this line of research. Most relevant state-of-the-art approaches are also reported and discussed. Finally, the paper proposes the logical architecture of a distributed system that considers the interesting case of sensor data, a significant instance of big data.\",\"PeriodicalId\":234571,\"journal\":{\"name\":\"2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID)\",\"volume\":\"222 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-05-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CCGRID.2019.00071\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CCGRID.2019.00071","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Effective and Efficient Big Data Management in Distributed Environments: Models, Issues, and Research Perspectives
This paper focuses the attention on the emerging problem of effectively and efficiently managing big data in distributed environments, by also proposing research perspectives along this line of research. Most relevant state-of-the-art approaches are also reported and discussed. Finally, the paper proposes the logical architecture of a distributed system that considers the interesting case of sensor data, a significant instance of big data.