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A scalable distributed spatial index for the internet-of-things
2017
Proceedings of the 2017 Symposium on Cloud Computing - SoCC '17
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The increasing interest in the Internet-of-Things (IoT) suggests that a new source of big data is imminent-the machines and sensors in the IoT ecosystem. ...
Spatial indexing is well explored area of research in literature, but little attention has been given to the topic of efficient distributed spatial indexing. ...
ACKNOWLEDGMENTS We would like to thank the SoCC reviewers and our shepherd, Siddhartha Sen, for their valuable feedback. ...
doi:10.1145/3127479.3132254
dblp:conf/cloud/IyerS17
fatcat:sp3os3crzzethd3apo5qbcotrm
Special issue on recent advancements in machine learning algorithms for internet of things
2018
Design automation for embedded systems
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Hence, there is a need for scalable machine learning algorithms to process such massive amount of data. ...
(Spatial Net) framework for the detection of salient and abnormal areas in images. ...
doi:10.1007/s10617-018-9213-4
fatcat:2cnarguv3jhb5lhsblhhnv3fv4
Enhancing the Semantic Web of Things: A fog-centric Architecture and a Geospatial Indexing Method
2020
International Journal of Emerging Trends in Engineering Research
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Besides, we propose a distributed indexing structure constructed by encoding the loT resource locations in form of geohashes that we use in conjunction to the Prefix Hash Tree (PHT) structure to index ...
The deployment of interoperability, mobility, security and scalability mechanisms is essential for IoT. While, these mechanisms are resources consumers, IoT devices are resources constrained. ...
As a result, the number of devices connected to the Internet increased significantly, which contributed in forming the Internet of Things (IoT) [1] . ...
doi:10.30534/ijeter/2020/243892020
fatcat:ho7romk5kbdvbdfphivzloy55i
An experimental study on geospatial indexing for sensor service discovery
2015
Expert systems with applications
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Based on the distinctive characteristics of the sensor services, we develop a scalable discovery architecture using geospatial indexing techniques and semantic service technologies. ...
The Internet of Things enables human beings to better interact with and understand their surrounding environments by extending computational capabilities to the physical world. ...
Acknowledgement The work reported in this paper is funded by the EU FP7 Programme 600 IoT.est project: Internet of Things Environment for Service Creation and Testing (http://ictiotest.eu/iotest/), contract ...
doi:10.1016/j.eswa.2014.11.058
fatcat:xutoyojhsjgtln7yrkg7g4wm5a
A multi-layer Internet of things database schema for online-to-offline systems
2016
International Journal of Distributed Sensor Networks
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of the Internet of things networks. ...
In this article, first, we design a multi-layer Internet of things database schema to meet the diverse requirements through fusing spatial data with texts, images, and videos transferred from the sensors ...
Funding The author(s) disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: This research was supported by the National Natural Science ...
doi:10.1177/1550147716664248
fatcat:5auhm2urrbc4rlfrdsrtidvpvu
Distributed spatial indexing for the Internet of Things data management
2017
2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM)
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The Internet of Things (IoT) has become a new enabler for collecting real-world observation and measurement data from the physical world. ...
The IoT demands distributed, scalable, and efficient indexing solutions for large-scale distributed IoT networks. ...
H2020 for the FIESTA-IoT project (http://fiesta-iot.eu/) under contract number: 643943. ...
doi:10.23919/inm.2017.7987467
dblp:conf/im/FathyBT17
fatcat:b3pcgfsxnref7nftpswz74eh6m
Towards a semantic web of things framework
2019
IAES International Journal of Artificial Intelligence (IJ-AI)
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This advancement enables the interconnection of a large number of physical objects namely using the Internet, forming what is called the Internet of Things (IoT). ...
However, the development of SWOT-based systems on a large scale faces many challenges especially due to the large number of devices and services, their geographical distribution as well as their mobility ...
INTRODUCTION The world is building a promising digital world through the Internet of things (IoT) [1] . ...
doi:10.11591/ijai.v8.i4.pp443-450
fatcat:hlooro25dvdkndedbpzrl33zby
Thoughts on Human Emotions, Breakthroughs in Communication, and the Next Generation of Data Mining
[chapter]
2008
Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
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The paper also argues the currently popular centralized client-server model for the Internet applications may not work well in doing so. ...
We need technology for dealing with the new world of attention-economics. ...
Section 5 makes a note of some lessons from the nature and discusses them on the ground of scalable local distributed algorithms. ...
doi:10.1201/9781420085877.pt2
fatcat:t66tuespxbbpdbu5evkzlxj6xi
Editorial for the special issue on heterogeneous sensors-based object identification and information fusion
2017
International Journal of Communication Systems
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The first paper, 'A novel distributed air index for efficient spatial query processing in road sensor networks on the air' by Yanhong Li et al., explores the problem of spatial query processing in road ...
., presents an approach for distributing and processing heterogeneous data based on a representation with fuzzy linguistic terms, to solve the problems of the data fusion of sensors and the design of processing ...
He authored 2 books on Internet of Things. ...
doi:10.1002/dac.3298
fatcat:7q2lzesii5ectn74ej4yyrjzou
Scalability in Participatory Planning: A comparison of online PPGIS methods with faceto- face meetings
2016
International Conference on GIScience Short Paper Proceedings
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A preliminary spatial analysis of participant distribution based on Average Nearest Neighbor Index shows statistically significant clustered patterns with higher clustering of participants observed in ...
Three main differences in the distribution and the overall spatial extent of participation are noteworthy: 1) the rates of participation in the online modes were on average four times higher than for the ...
doi:10.21433/b3118nh5943s
fatcat:ynwif2yihvepxg5nyxgbxth4jm
Multiple Spatial Model Fusion in Heterogeneous Sensor Networks
2014
International Journal of Multimedia and Ubiquitous Engineering
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It is a major challenge facing the spatial information service in Internet of Things environment. ...
Secondly, transparent resource accessing characteristic of the Internet of things back-ends offers a unified platform with computing, storage and access for the spatial information application. ...
Acknowledgements The work is supported by the National Nature Science Foundation of China (41101432, 41201378), the Natural Science Foundation Project of Chongqing (cstc2012jjA40014), scientific and Technological ...
doi:10.14257/ijmue.2014.9.2.01
fatcat:v46gqhokerhl5p5j2zfvzna5ni
Large-Scale Indexing, Discovery, and Ranking for the Internet of Things (IoT)
2018
ACM Computing Surveys
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The Internet of Things (IoT) consists of the network-enabled devices and communication technologies that allow connectivity and integration of physical objects (Things) into the digital world (Internet ...
The primary objective of this paper is to provide a holistic overview of the state-of-the-art on indexing, discovery and ranking of IoT data. ...
2020 (EU H2020) for the FIESTA-IoT projectnder Grant No.: 643943 (http:// esta-iot.eu/). ...
doi:10.1145/3154525
fatcat:g6h4h6ezorhkda6qmgibgn4dtm
LocWeb 2010
2010
Proceedings of the 3rd International Workshop on Location and the Web - LocWeb '10
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The rapid rise of multi-sensory mobile devices and Internet-enabled "things" equipped with sensors and ubiquitous connectivity opens new possibilities and provides the foundations to capture, share and ...
The Third International Workshop on Location and the Web (LocWeb 2010) focuses on research and development that targets the intersection of Internet-enabled location-aware and/or located devices, and services ...
LOCATION AND THE WEB With simple global connectivity and a constantly dropping price for services and hardware, the "Internet of Things"the Internet connectivity of everyday objects -has become a reality ...
doi:10.1145/1899662.1899663
dblp:conf/locweb/WildeBS10
fatcat:xk23sx4ysnfy5h3rj27hytiap4
A Comprehensive Study of HBase Storage Architecture—A Systematic Literature Review
2021
Symmetry
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HBase has been selected for several purposes, including its scalability, efficiency, strong consistency support, and the capacity to support a broad range of data models. ...
The amount of data is increasing immensely. There is a fight to use and store this tremendous information effectively. HBase is the top option for storing huge data. ...
We are also thankful to the Norwegian University of Science and Technology (NTNU), Norway, to support open access.
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/sym13010109
fatcat:6jqnicyw55fgrdjxrjxsl3bozm
Search Techniques for the Web of Things: A Taxonomy and Survey
2016
Sensors
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Due to the amount and heterogeneity of the data, it is challenging to perform data analysis directly; especially when the data is captured from a large number of distributed sources. ...
Search is fundamental to the Web of Things while challenging by nature in this context, e.g., mobility of the objects, opportunistic presence and sensing, continuous data streams with changing spatial ...
The Web of Things provides an Application Layer that simplifies the creation of Internet of Things applications. ...
doi:10.3390/s16050600
pmid:27128918
pmcid:PMC4883291
fatcat:z3bigpprj5ho3jespbwib6fjju
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