Results 1 to 10 of about 5,534 (158)
Efficient processing of complex XSD using Hive and Spark [PDF]
PeerJ Computer Science, 2021 The eXtensible Markup Language (XML) files are widely used by the industry due to their flexibility in representing numerous kinds of data. Multiple applications such as financial records, social networks, and mobile networks use complex XML schemas with
Diana Martinez-Mosquera +2 more
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Human Behavior Analysis Using Intelligent Big Data Analytics [PDF]
Frontiers in Psychology, 2021 Intelligent big data analysis is an evolving pattern in the age of big data science and artificial intelligence (AI). Analysis of organized data has been very successful, but analyzing human behavior using social media data becomes challenging.
Muhammad Usman Tariq +5 more
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Enhancing monitoring of suspicious activities with AI-based and big data fusion [PDF]
PeerJ Computer ScienceThis study provides an AI-based detection tool for the surveillance of suspicious activities using data fusion. The system leverages time, location, and specific data pertaining to individuals, objects, and vehicles associated with the agency.
Surapol Vorapatratorn
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Materialized View Selection Based on Adaptive Genetic Algorithm and Its Implementation with Apache Hive [PDF]
International Journal of Computational Intelligence Systems, 2015 Frequently accessed views in data warehouses are usually materialized in order to accelerate the speed of querying big data. However, the view materialization itself incurs huge costs.
Dongjin Yu +3 more
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UniqueNOSD: a novel framework for NoSQL over SQL databases [PDF]
Journal of Big DataTo date, most large corporations still have their core solutions on relational databases but only use non-relational (i.e. NoSQL) database management systems (DBMS) for their non-core systems that favour availability and scalability through partitioning ...
Abdulrauf A. Gidado, C. I. Ezeife
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Analysis of data processing efficiency with use of Apache Hive and Apache Pig in Hadoop environment
Journal of Computer Sciences InstituteThe aim of this paper is the analysis of data processing efficiency with use of Apache Hive and Apache Pig in Hadoop environment. The analysis was based on comparison between both mentioned tools with use of large data set, represented by 28 million ...
Mikołaj Skrzypczyński, Piotr Muryjas
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A method for integrating GIS and big data platforms [PDF]
EAI Endorsed Transactions on Context-aware Systems and Applications, 2021 Geographic Information System (GIS) has been played an important role in many applications of our daily life since 1970. Recently, with the rapid development of new technologies, earth’s data increases explosively. Many studies have been proposed to
Hong Le
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The research of social processes at the university using big data [PDF]
MATEC Web of Conferences, 2021 The volume of information in the 21st century is growing at a rapid pace. Big data technologies are used to process modern information. This article discusses the use of big data technologies to implement monitoring of social processes.
Hacimahmud Abdullayev Vugar +2 more
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SDE based Unified Scheme for Developing Entropy Prediction Models for OSS [PDF]
International Journal of Mathematical, Engineering and Management Sciences, 2021 Today, so as to meet the user's requirement, modification of software is necessarily required. But at the same time, to incorporate these modifications and requirements there are enormous changes which are made to the coding of the software and over a ...
Deepika +3 more
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Efficient data replay mechanism of sensor stream data based on concurrent buffer pool
Journal of King Saud University: Computer and Information Sciences, 2022 Analyzing historical time series data in the form of replay is very important. When replaying massive sensor data, long processing times predominantly occur, that significantly affects the performance of the whole system.
Feng Ye +5 more
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