Location-dependent query processing: Where we are and where we are heading

S Ilarri, E Mena, A Illarramendi - ACM computing surveys (CSUR), 2010 - dl.acm.org
The continuous development of wireless networks and mobile devices has motivated an
intense research in mobile data services. Some of these services provide the user with …

Effectively learning spatial indices

J Qi, G Liu, CS Jensen, L Kulik - Proceedings of the VLDB Endowment, 2020 - dl.acm.org
Machine learning, especially deep learning, is used increasingly to enable better solutions
for data management tasks previously solved by other means, including database indexing …

Monitoring k-nearest neighbor queries over moving objects

X Yu, KQ Pu, N Koudas - 21st International Conference on …, 2005 - ieeexplore.ieee.org
Many location-based applications require constant monitoring of k-nearest neighbor (k-NN)
queries over moving objects within a geographic area. Existing approaches to this problem …

Continuous monitoring of top-k queries over sliding windows

K Mouratidis, S Bakiras, D Papadias - Proceedings of the 2006 ACM …, 2006 - dl.acm.org
Given a dataset P and a preference function f, a top-k query retrieves the k tuples in P with
the highest scores according to f. Even though the problem is well-studied in conventional …

A generic framework for monitoring continuous spatial queries over moving objects

H Hu, J Xu, DL Lee - Proceedings of the 2005 ACM SIGMOD …, 2005 - dl.acm.org
This paper proposes a generic framework for monitoring continuous spatial queries over
moving objects. The framework distinguishes itself from existing work by being the first to …

Location privacy: going beyond K-anonymity, cloaking and anonymizers

A Khoshgozaran, C Shahabi… - Knowledge and Information …, 2011 - Springer
With many location-based services, it is implicitly assumed that the location server receives
actual users locations to respond to their spatial queries. Consequently, information …

Query processing of massive trajectory data based on mapreduce

Q Ma, B Yang, W Qian, A Zhou - … of the first international workshop on …, 2009 - dl.acm.org
With the development of positioning technologies and the boosting deployment of
inexpensive location-aware sensors, large volumes of trajectory data have emerged …

SOLE: scalable on-line execution of continuous queries on spatio-temporal data streams

MF Mokbel, WG Aref - The VLDB Journal, 2008 - Springer
This paper presents the scalable on-line execution (SOLE) algorithm for continuous and on-
line evaluation of concurrent continuous spatio-temporal queries over data streams …

Indexing of real time geospatial data by IoT enabled devices: Opportunities, challenges and design considerations

N Chaudhry, MM Yousaf… - Journal of Ambient …, 2020 - content.iospress.com
We are moving towards 'smart'world in which industries, such as healthcare, smart cities,
transportation, and agriculture have started using IoT (Internet of Things). These applications …

A threshold-based algorithm for continuous monitoring of k nearest neighbors

K Mouratidis, D Papadias, S Bakiras… - IEEE Transactions on …, 2005 - ieeexplore.ieee.org
Assume a set of moving objects and a central server that monitors their positions over time,
while processing continuous nearest neighbor queries from geographically distributed …