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A survey on big IoT data indexing: Potential solutions, recent advancements, and open issues
The past decade has been characterized by the growing volumes of data due to the
widespread use of the Internet of Things (IoT) applications, which introduced many …
widespread use of the Internet of Things (IoT) applications, which introduced many …
MESSIF: Metric similarity search implementation framework
The similarity search has become a fundamental computational task in many applications.
One of the mathematical models of the similarity–the metric space–has drawn attention of …
One of the mathematical models of the similarity–the metric space–has drawn attention of …
Building a web-scale image similarity search system
As the number of digital images is growing fast and Content-based Image Retrieval (CBIR)
is gaining in popularity, CBIR systems should leap towards Web-scale datasets. In this …
is gaining in popularity, CBIR systems should leap towards Web-scale datasets. In this …
M-Chord: a scalable distributed similarity search structure
The need for a retrieval based not on the attribute values but on the very data content has
recently led to rise of the metric-based similarity search. The computational complexity of …
recently led to rise of the metric-based similarity search. The computational complexity of …
An efficient indexing for Internet of Things massive data based on cloud‐fog computing
In recent years, the number of sensor and actuator nodes in the Internet of Things (IoT)
networks has increased, generating a large amount of data. Most research techniques are …
networks has increased, generating a large amount of data. Most research techniques are …
A content–addressable network for similarity search in metric spaces
In this paper we present a scalable and distributed access structure for similarity search in
metric spaces. The approach is based on the Content–addressable Network (CAN) …
metric spaces. The approach is based on the Content–addressable Network (CAN) …
Distributed similarity queries in metric spaces
Similarity queries, including range queries and k nearest neighbor (k NN) queries, in metric
spaces have applications in many areas such as multimedia retrieval, computational biology …
spaces have applications in many areas such as multimedia retrieval, computational biology …
Contextual queries
M Srikanth, P Vaddadi, T Najm - US Patent 8,983,989, 2015 - Google Patents
US8983989B2 - Contextual queries - Google Patents US8983989B2 - Contextual queries -
Google Patents Contextual queries Download PDF Info Publication number US8983989B2 …
Google Patents Contextual queries Download PDF Info Publication number US8983989B2 …
Large-scale similarity data management with distributed metric index
Metric space is a universal and versatile model of similarity that can be applied in various
areas of non-text information retrieval. However, a general, efficient and scalable solution for …
areas of non-text information retrieval. However, a general, efficient and scalable solution for …
XM-tree: data driven computational model by using metric extended nodes with non-overlap** in high-dimensional metric spaces
Finding similar objects based on a query and a distance, remains a fundamental problem for
many applications. The general problem of many similarity measures is to focus the search …
many applications. The general problem of many similarity measures is to focus the search …