A proposal of architecture for integration and uniform use of hybrid SQL/NoSQL database components

Bjeladinovic, Srdja; Marjanovic, Zoran; Babarogić, Slađan

doi:10.1016/j.jss.2020.110633

Cited by 28 publications

(25 citation statements)

References 8 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Structured Query Language (SQL) databases are primarily relational databases whereas "not only" or NoSQL databases are non-relational or distributed database. Bjeladinovic et al (2020) proposed an architecture for integration and uniform use of hybrid SQL/NoSQL database components: the SQL managed data contains the fixed or rarely changeable structure, whereas the NoSQL databases are used for vast quantities of data that change rapidly.…”

Section: Hybrid Database Approaches By Using Graph and Relational Databasesmentioning

confidence: 99%

See 1 more Smart Citation

Analytical Challenges and Metrological Approaches to Ensuring Dietary Supplement Quality: International Perspectives

et al. 2022

View full text Add to dashboard Cite

The increased utilization of metrology resources and expanded application of its’ approaches in the development of internationally agreed upon measurements can lay the basis for regulatory harmonization, support reproducible research, and advance scientific understanding, especially of dietary supplements and herbal medicines. Yet, metrology is often underappreciated and underutilized in dealing with the many challenges presented by these chemically complex preparations. This article discusses the utility of applying rigorous analytical techniques and adopting metrological principles more widely in studying dietary supplement products and ingredients, particularly medicinal plants and other botanicals. An assessment of current and emerging dietary supplement characterization methods is provided, including targeted and non-targeted techniques, as well as data analysis and evaluation approaches, with a focus on chemometrics, toxicity, dosage form performance, and data management. Quality assessment, statistical methods, and optimized methods for data management are also discussed. Case studies provide examples of applying metrological principles in thorough analytical characterization of supplement composition to clarify their health effects. A new frontier for metrology in dietary supplement science is described, including opportunities to improve methods for analysis and data management, development of relevant standards and good practices, and communication of these developments to researchers and analysts, as well as to regulatory and policy decision makers in the public and private sectors. The promotion of closer interactions between analytical, clinical, and pharmaceutical scientists who are involved in research and product development with metrologists who develop standards and methodological guidelines is critical to advance research on dietary supplement characterization and health effects.

show abstract

Section: Hybrid Database Approaches By Using Graph and Relational Databasesmentioning

confidence: 99%

“… Bjeladinovic et al (2020) proposed an architecture for integration and uniform use of hybrid SQL/NoSQL database components: the SQL managed data contains the fixed or rarely changeable structure, whereas the NoSQL databases are used for vast quantities of data that change rapidly.…”

Section: Analytical Challenges and Approaches In Characterizing Dsmentioning

confidence: 99%

Analytical Challenges and Metrological Approaches to Ensuring Dietary Supplement Quality: International Perspectives

et al. 2022

View full text Add to dashboard Cite

show abstract

“…NoSQL database is mainly to deal with the fast processing of vast quantities of unstructured data. Hybrid SQL/NoSQL database would be a popular solution for parallel use of different database types [83].…”

Section: A Comprehensive Study Of Machine Learning Technologiesmentioning

confidence: 99%

Advanced big-data/machine-learning techniques for optimization and performance enhancement of the heat pipe technology – A review and prospective study

et al. 2021

View full text Add to dashboard Cite

“…Besides the better database usage, the primary barrier of language and related requirements such as information and digital literacy, hardware, construction, acquisition of resources and technology embedded curriculum is mandatory. Bjeladinovic et al (2020) investigated that in recent years, SQL/NoSQL hybrid databases with SQL and NoSQL databases have become popular solutions as well as possible ways to integrate hybrid database components. Musoke and Mwesigwa (2017) highlighted that user education is essential for the newly purchased materials location and database resource.…”

Section: Literature Reviewmentioning

confidence: 99%

Knowledge-based society and emerging disciplines: a correlation of academic performance

Rafi

Ahmad

Khan

et al. 2020

View full text Add to dashboard Cite

Purpose Digital libraries promote and accelerate scientific research in academic institutions. The subscribed database resources of digital libraries have become an increasingly valuable asset for researchers. Database resources help generate new ideas, determine research directions and promote productive academic interaction between teachers and students in the information age. The purpose of this study is to examine the use of electronic resources by students in various databases, the research productivity of the faculty in the science network and the number of students who graduate each year. Design/methodology/approach This study uses a quantitative method to collect secondary data from the central database of the Higher Education Commission (HEC) for the population of 26 universities for 2 years (2015–2016). In addition to the HEC digital library, data was also collected from the Web of Science to determine the quality academic performance of faculty and researchers. Moreover, in the study, the total strength of teaching staff and doctoral faculty was extracted from the HEC website for investigation. The authors applied the Spearman’s correlation test to the secondary data using Statistical Package for Social Sciences version 25. Findings The correlation results of the enrolled students and the downloaded papers from various databases were statistically insignificant (p > 0.05). However, the result showed a positive correlation (p < 0.05) between the use of selected/known databases from a number of databases accessed by the HEC. More importantly, it turns out that the faculty’s productivity in the scientific network and the number of students who graduated from public and private universities are found to be insignificant (p > 0.05). However, the authors found a positive correlation (p < 0.05) between doctoral and non-doctoral faculties, which show that a significant number of non-doctoral faculties are still actively involved in teaching and research. Originality/value Research based on academic activities by faculties and students, performed for the first time on the basis of secondary data, will help the HEC and university management to determine the right direction and develop plans to improve academic performance and research quality.

show abstract

A proposal of architecture for integration and uniform use of hybrid SQL/NoSQL database components

Cited by 28 publications

References 8 publications

Analytical Challenges and Metrological Approaches to Ensuring Dietary Supplement Quality: International Perspectives

Analytical Challenges and Metrological Approaches to Ensuring Dietary Supplement Quality: International Perspectives

Advanced big-data/machine-learning techniques for optimization and performance enhancement of the heat pipe technology – A review and prospective study

Knowledge-based society and emerging disciplines: a correlation of academic performance

Contact Info

Product

Resources

About