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Modeling and Indexing Spatiotemporal Trajectory Data in Non-Relational Databases
2016With the ever-growing nature of spatiotemporal data, it is inevitable to use non-relational and distributed database systems for storing massive spatiotemporal datasets. In this chapter, the important aspects of non-relational (NoSQL) databases for storing large-scale spatiotemporal trajectory data are investigated.
Berkay Aydin +2 more
openaire +2 more sources
A Comparative Study of Relational and Non-Relational Database Models in a Web- Based Application
International Journal of Advanced Computer Science and Applications, 2015 The purpose of this paper is to present a comparative study between relational and non-relational database models in a web-based application, by executing various operations on both relational and on non-relational databases thus highlighting the results
Cornelia Győrödi, Robert Győrödi
exaly +2 more sources
Secure and High-Quality Watermarking Algorithms for Relational Database Based on Semantic
IEEE Transactions on Knowledge and Data Engineering, 2023Relational databases are widely applied in various industries, such as government departments, medical institutions and enterprises, for data storage and relationship management.
Wenling Li +5 more
semanticscholar +1 more source
A non-relational approach for distributed medical imaging databases
2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI), 2021Health institutions, particularly medical imaging laboratories, are producing an ever-increasing amount of data with each passing day. The easy access to new modalities, the propagation of diagnosis clinics, and the need of having the acquired data readily accessible imply the usage of very large storage archives and powerful processing systems to ...
Rui Lebre, Carlos Costa 0001
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Middleware Doctoral Symposium, 2021
For efficient distributed deep neural network design, mitigation of stale gradients and stragglers is necessary. The stale gradient problem occurs during the distribution and parallelism of the deep neural networks on the multi-cluster/nodes.
A. Ravikumar
semanticscholar +1 more source
For efficient distributed deep neural network design, mitigation of stale gradients and stragglers is necessary. The stale gradient problem occurs during the distribution and parallelism of the deep neural networks on the multi-cluster/nodes.
A. Ravikumar
semanticscholar +1 more source
International Conference on Communication, Computing & Security, 2022
In relational databases, when the amount of data in a single table is too large, the retrieval performance of the data table will drop sharply. In this regard, this paper proposes a retrieval optimization strategy of relational databases based on the ...
Xiaofei Yao +3 more
semanticscholar +1 more source
In relational databases, when the amount of data in a single table is too large, the retrieval performance of the data table will drop sharply. In this regard, this paper proposes a retrieval optimization strategy of relational databases based on the ...
Xiaofei Yao +3 more
semanticscholar +1 more source
Whole Database Retrieval Method of General Relational Database Based on Lucene
2020 IEEE International Conference on Artificial Intelligence and Computer Applications (ICAICA), 2020Aiming at the needs of full-database retrieval of multi-table massive data, a general-purpose, lightweight, non-invasive full-database retrieval method was proposed and implemented.
Dawei Jin +3 more
semanticscholar +1 more source
Introducing Non-Relational Databases
2013NoSQL databases have quickly become immensely popular, so much so that their popularity has earned them the distinction of been tagged as a movement! What are NoSQL databases and why have they become so popular? Let’s find out.
Sandeep Chanda, Damien Foggon
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Non-Relational Databases in Big Data
Proceedings of the Second International Conference on Information and Communication Technology for Competitive Strategies, 2016These days' Big data is becoming a very essential component for the industries where large volume of data at very high speed is used to solve particular data problems. Generally, big data is first analyzed and then used with other available data in the company to make it more effective. Therefore, big data is never operated in isolation.
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Handling Non-Relational Databases on Big Query with Scheduling Approach and Performance Analysis
International Conference on Computing Communication Control and automation, 2018Non-relational database computing in Clouds is a new model for upcoming generation analytics development, enabling unstructured data organization, sharing, and exploration of large volumes rapidly growing variety forms of data using Cloud computing ...
Bansari H. Kotecha, Hetal Joshiyara
semanticscholar +1 more source