A survey on spatio-temporal data analytics systems
Due to the surge of spatio-temporal data volume, the popularity of location-based services
and applications, and the importance of extracted knowledge from spatio-temporal data to …
and applications, and the importance of extracted knowledge from spatio-temporal data to …
BSMD: A blockchain-based secure storage mechanism for big spatio-temporal data
Y Ren, D Huang, W Wang, X Yu - Future Generation Computer Systems, 2023 - Elsevier
As more and more mobile devices and IoT terminals are connected to the Internet, a huge
amount of spatio-temporal data is generated. In order to cope with the pressure of storing …
amount of spatio-temporal data is generated. In order to cope with the pressure of storing …
The era of big spatial data: A survey
The recent explosion in the amount of spatial data calls for specialized systems to handle
big spatial data. In this survey, we summarize the state-of-the-art work in the area of big …
big spatial data. In this survey, we summarize the state-of-the-art work in the area of big …
HadoopTrajectory: a Hadoop spatiotemporal data processing extension
The recent advances in location tracking technologies and the widespread use of location-
aware applications have resulted in big datasets of moving object trajectories. While there …
aware applications have resulted in big datasets of moving object trajectories. While there …
Distributed moving object data management in MobilityDB
The availability of moving object data that is being collected nowadays, and the demand of
using them in applications, have generated the need for spatiotemporal data management …
using them in applications, have generated the need for spatiotemporal data management …
A spatiotemporal algebra in Hadoop for moving objects
Spatiotemporal data represent the real-world objects that move in geographic space over
time. The enormous numbers of mobile sensors and location tracking devices continuously …
time. The enormous numbers of mobile sensors and location tracking devices continuously …
BBoxDB streams: scalable processing of multi-dimensional data streams
JK Nidzwetzki, RH Güting - Distributed and Parallel Databases, 2022 - Springer
BBoxDB Streams is a distributed stream processing system, which allows the handling of
multi-dimensional data. Multi-dimensional streams consist of n-dimensional elements, such …
multi-dimensional data. Multi-dimensional streams consist of n-dimensional elements, such …
OLAP parallel query processing in clouds with C‐ParGRES
M WM Ribeiro, A AB Lima… - … : Practice and Experience, 2020 - Wiley Online Library
The advent of big data technologies has changed the way many companies manage their
data. Several companies moved their data to the cloud using the concept of database‐as‐a …
data. Several companies moved their data to the cloud using the concept of database‐as‐a …
Modeling and querying moving objects with social relationships
Current moving-object database (MOD) systems focus on management of movement data,
but pay less attention to modelling social relationships between moving objects and spatial …
but pay less attention to modelling social relationships between moving objects and spatial …
A Moving Object Query Method Based on the Cache Hit Rate in the Domestic Platform
D Wei, W Cheng, Z Songyan, W Xin - Proceedings of the 2023 7th …, 2023 - dl.acm.org
The GPS positioning sensors enable mobile devices to generate amounts of location-based
data, such as trajectory, gyro, and GPS data. One meaningful work is efficient querying and …
data, such as trajectory, gyro, and GPS data. One meaningful work is efficient querying and …