GeoFlink: A real-time and highly scalable processing framework for the spatial data streams

GeoFlink：一个实时且高度可扩展的空间数据流处理框架

• 批准号: 20K19806
• 负责人: SHAIKH SALMAN AHMED
• 金额: $ 2.58万
• 依托单位: National Institute of Advanced Industrial Science and Technology
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for Early-Career Scientists
• 财政年份: 2020
• 资助国家: 日本
• 起止时间: 2020-04-01 至 2023-03-31
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/en/grant/KAKENHI-PROJECT-20K19806/
• 关键词: GeoFlink; Scalable Processing; Spatial Stream; Continuous Queries; Spatial Indexing; Range Query; Knn Query; Join Query; Spatial Geometries; Range; Knn; Join

项目成果

GeoFlink Framework at Github

Github 上的 GeoFlink 框架

GeoFlink: A Distributed and Scalable Framework for the Real-time Processing of Spatial Streams

• DOI: 10.1145/3340531.3412761
• 发表时间: 2020-04
• 期刊: Proceedings of the 29th ACM International Conference on Information & Knowledge Management
• 作者: Salman Ahmed Shaikh;Komal Mariam;H. Kitagawa;Kyoung-Sook Kim

Streaming Augmented Lineage: Traceability of Complex Stream Data Analysis

流式增强谱系：复杂流数据分析的可追溯性

• DOI: 10.1007/978-3-031-21047-1_20
• 发表时间: 2022
• 期刊: Proc. 24th International Conference on Information Integration and Web Intelligence (iiWAS2022)
• 作者: Masaya Yamada;Hiroyuki Kitagawa;Salman Ahmed Shaikh;Toshiyuki Amagasa;Akiyoshi Matono
• 通讯作者: Akiyoshi Matono

GeoFlink: An Efficient and Scalable Spatial Data Stream Management System

• DOI: 10.1109/access.2022.3154063
• 发表时间: 2022
• 期刊: IEEE Access
• 影响因子: 3.9
• 作者: Salman Ahmed Shaikh;H. Kitagawa;Akiyoshi Matono;Komal Mariam;Kyoung-Sook Kim