Spatial Query Processing on AIS Data Streams in Data Stream Management Systems

2019 ◽  
pp. 461-472
Author(s):  
Tobias Brandt ◽  
Marco Grawunder
Keyword(s):  
Query Processing ◽  
Data Streams ◽  
Data Stream ◽  
Management Systems ◽  
Spatial Query ◽  
Data Stream Management ◽  
Spatial Query Processing ◽  
Stream Management ◽  
Data Stream Management Systems

Problems in the development of GIS based on data stream management systems

2017 ◽  
Vol 922 (4) ◽  
pp. 44-47 ◽  
Author(s):  
A.V. Materuhin
Keyword(s):  
Data Streams ◽  
Data Stream ◽  
Industrial Applications ◽  
Management Systems ◽  
Temporal Data ◽  
Data Stream Management ◽  
Problematic Situation ◽  
Stream Management ◽  
Data Stream Management Systems ◽  
Spatio Temporal

The article provides the analysis of the current situation in the use of data stream management systems (DSMS) and discusses the reasons why this technology is not used to develop geographic information systems. DSMS, despite its novelty, has ceased to be a pure research project and is used in industrial applications. However, this technology is not used to design the GIS, although the necessity of processing and analyzing of spatio-temporal data streams arises in many practically important applications. The essence of the current problematic situation is the gap between new technological capabilities and the lack of a theoretical framework for the processing and analysis of spatio-temporal data streams in DSMS. Existing spatial analytics algorithms are designed for relational databases with precomputed spatial indexes and are not suitable for DSMS. The article shows that, to resolve the current problematic situation with the geoinformation systems development based on DSMS should do the following

Data Stream Management Systems and Architectures

2007 ◽  
pp. 51-71 ◽  
Author(s):  
M. A. Hammad ◽  
T. M. Ghanem ◽  
W. G. Aref ◽  
A. K. Elmagarmid ◽  
M. F. Mokbel
Keyword(s):  
Data Stream ◽  
Management Systems ◽  
Data Stream Management ◽  
Stream Management ◽  
Data Stream Management Systems

Research on Sequence Query Processing Techniques over Data Streams

2013 ◽  
Vol 284-287 ◽  
pp. 3507-3511 ◽  
Author(s):  
Edgar Chia Han Lin
Keyword(s):  
Query Processing ◽  
Data Streams ◽  
Management System ◽  
Data Stream ◽  
Sensor Data ◽  
Data Management System ◽  
Content Filtering ◽  
Data Stream Management ◽  
Stream Management ◽  
Great Progress

Due to the great progress of computer technology and mature development of network, more and more data are generated and distributed through the network, which is called data streams. During the last couple of years, a number of researchers have paid their attention to data stream management, which is different from the conventional database management. At present, the new type of data management system, called data stream management system (DSMS), has become one of the most popular research areas in data engineering field. Lots of research projects have made great progress in this area. Since the current DSMS does not support queries on sequence data, this project will study the issues related to two types of data. First, we will focus on the content filtering on single-attribute streams, such as sensor data. Second, we will focus on multi-attribute streams, such as video films. We will discuss the related issues such as how to build an efficient index for all queries of different streams and the corresponding query processing mechanisms.

Using Data Stream Management Systems for Traffic Analysis – A Case Study –

2004 ◽  
pp. 215-226 ◽  
Author(s):  
Thomas Plagemann ◽  
Vera Goebel ◽  
Andrea Bergamini ◽  
Giacomo Tolu ◽  
Guillaume Urvoy-Keller ◽  
...  
Keyword(s):  
Data Stream ◽  
Traffic Analysis ◽  
Management Systems ◽  
Data Stream Management ◽  
Stream Management ◽  
Data Stream Management Systems ◽  
Using Data
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