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Ontology-Based Data Access: Ontop of Databases
Ch. 35. P. 558–573.
Rodríguez-Muro M., Kontchakov R., Zakharyaschev M.
We present the architecture and technologies underpinning the OBDA system Ontop and taking full advantage of storing data in relational databases. We discuss the theoretical foundations of Ontop: the tree-witness query rewriting,T-mappings and optimisations based on database integrity constraints and SQL features. We analyse the performance of Ontop in a series of experiments and demonstrate that, for standard ontologies, queries and data stored in relational databases, Ontop is fast, efficient and produces SQL rewritings of high quality.
In book
Cham: Springer, 2013.
Dombrovskaya H., Boris Novikov, Bailliekova A., Berkeley: Apress, 2021.
The book begins with a discussion of what a performant system is and progresses to measuring performance and setting performance goals. It introduces different classes of queries and optimization techniques suitable to each, such as the use of indexes and specific join algorithms. You will learn to read and understand query execution plans along with ...
Added: July 5, 2021
С.Д. Кузнецов, Труды Института системного программирования РАН 2020 Т. 32 № 1 С. 153–180
Many experts in the field of data management believe that the emergence of non-volatile byte-addressable main memory (NVM) available for practical use will lead to the development of a new type of ultra-high-speed database management systems (DBMS) with single-level data storage (native in-NVM DBMS). However, the number of researchers who are actively engaged in research ...
Added: October 31, 2020
S. Kuznetsov, , in: Actual Problems of Systems and Software Engineering APSSE 2019 (Invited Papers).: Los Alamitos, Washington, Tokyo: IEEE Computer Society, 2019. P. 77–89.
Many experts in the field of data management believe that the emergence of non-volatile byte-addressable main memory (NVM) available for practical use will lead to the development of a new type of ultra-high-speed database management systems (DBMS) with single-level data storage (native in-NVM DBMS). However, the number of researchers who are actively engaged in research ...
Added: October 31, 2020
Yarygina A., Novikov B., , in: New Trends in Databases and Information Systems. ADBIS 2015Vol. 539: ommunications in Computer and Information Science.: Springer, 2015.
A problem of effective and efficient approximate query evaluation is addressed as a special case of multi-objective optimization with 2 criteria: the computational resources and the quality of result. The proposed optimization and execution model provides for interactive trade of quality for speed. ...
Added: March 24, 2019
Yarygina A., Novikov B., Computer Science and Information Systems 2014 Vol. 11 No. 1 P. 69–88
Queryoptimizationtechniquesareprovedtobeessentialforhighperfor- mance of database management systems. In the context of new querying paradigms, such as similarity based search, exact query evaluation is neither computationally feasible nor meaningful, and approximate query evaluation is the only reasonable option.
In this paper a problem of resource allocation for approximate evaluation of com- plex queries is considered. An approximate algorithm ...
Added: March 23, 2019
С.Д, Кузнецов, Мендкович Н. А., Труды Института системного программирования РАН 2013 Т. 25 С. 113–130
This paper describes enhanced algorisms of lexical optimization query. These algorisms detect and remove redundant conditions from query restriction to simplify it. The paper also presents results of implementation of these optimization techniques and those effects on query processing speed. The paper includes four sections. The first section (Introduction) provides general context of the paper. ...
Added: January 30, 2018
С.Д. Кузнецов, Мендкович Н. А., Труды Института системного программирования РАН 2013 Т. 25 С. 113–130
This paper describes enhanced algorisms of lexical optimization query. These algorisms detect and remove redundant conditions from query restriction to simplify it. The paper also presents results of implementation of these optimization techniques and those effects on query processing speed. The paper includes four sections. The first section (Introduction) provides general context of the paper. ...
Added: November 6, 2017
Мендкович Н. А., Kuznetsov S. D., Труды Института системного программирования РАН 2012 Т. 23 С. 195–214
The presented overview is concerned with lexical query optimization and covers papers published in the last four decades. The paper consists of five sections. The first section – Introduction – classifies query optimization techniques into semantic optimizations and lexical optimizations. Semantic optimizations usually relies on data integrity rules that are stores within metadata part of ...
Added: November 1, 2017
Artale A., Kontchakov R., Wolter F. et al., , in: Proceedings of the 23rd International Joint Conference on Artificial Intelligence.: Beijing: AAAI Press, 2013. Ch. 112 P. 711–718.
Our aim is to investigate ontology-based data access over temporal data with validity time and ontologies capable of temporal conceptual modelling. To this end, we design a temporal description logic, TQL, that extends the standard ontology language OWL 2 QL, provides basic means for temporal conceptual modelling and ensures first-order rewritability of conjunctive queries for ...
Added: March 24, 2015
Khoroshevsky V. F., Efimenko I., В кн.: XIV Национальная конференция по искусственному интеллекту с международным участием КИИ-2014.: Каз.: Российская ассоциация искусственного интеллекта, 2014. С. 160–168.
В статье представлены результаты наукометрического исследования научного направления "Искусственный интеллект", выполененного на основе лингвистико-статистического анализа корпуса трудов Российской ассоциации искусственного интеллекта. ...
Added: October 23, 2014
Irina V. Efimenko, Khoroshevsky V. F., Lecture Notes in Computer Science 2014 No. 8722 P. 170–177
A hybrid approach to automated identification and monitoring of technology trends is presented. The hybrid approach combines methods of ontology based information extraction and statistical methods for processing OBIE results. The key point of the approach is the so called ‘black box’ principle. It is related to identification of trends on the basis of heuristics ...
Added: October 23, 2014
Potocki A., Polukhin A., Drobyazko G. et al., , in: Knowledge Engineering and the Semantic Web. 4th Conference, KESW 2013, St. Petersburg, Russia, October 7-9, 2013. ProceedingsVol. 394.: Berlin: Springer, 2013. P. 171–131.
In the last years native RDF stores made enormous progress in closing the performance gap compared to RDBMS. This albeit smaller gap, however, still prevents adoption of RDF stores in scenarios with high requirements on responsiveness. We try to bridge the gap and present a native RDF store “OntoQuad” and its fundamental design principles. Basing ...
Added: October 14, 2014