Comparison between Relational and NoSQL Databases

Mihai, Gianina

doi:10.35219/eai15840409134

Cited by 3 publications

(5 citation statements)

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“…In all cases, it can be inferred that NoSQL databases outperform relational databases. [9] This article introduces the main types and characteristics of NoSQL data models, as well as detailed and synthetic comparison between the relational model and the NoSQL data models and concluded that The Relational Model and NoSQL Models are not mutually exclusive, but rather complement each other, and Each has advantages and disadvantages in a particular context. They represent solutions of different scenarios and coexistence within companies.…”

Section: Related Studymentioning

confidence: 99%

“…The current meaning of the term NoSQL was given by Eric Evans, in June 2009, at a meeting in San Francisco, organized by Johan Oskarsson for discussions on a new open-source distributed database. In October of the same year, Emil Efren, the founder, and CEO of Neo4J described, in a message on Twitter, the term NoSQL as "Not Only SQL Today, but NoSQL is also used as an alias for "Next-Generation Database Management Systems mostly addressing some of the points: )being nonrelational, distributed, open-source and horizontally scalable") [9].…”

Section: Challenges Faced By Relational Databasementioning

confidence: 99%

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NoSQL: Will it be an alternative to a relational database? MySQL vs MongoDB comparison

alyasiri¹,

Sahi²,

AL-Khafaji³

2022

Proceedings of 2nd International Multi-Disciplinary Conference Theme: Integrated Sciences and Technologies, IMDC-IST 2021, 7-9

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NoSQL databases and related technologies are rapidly evolving and are commonly used in a variety of scenarios (consistency, availability, partition tolerance), and this has sparked controversy in the database world in several, so this paper aims to shed light on the characteristics that determine the use of databases. By discussing the challenges and studying the differences in depth and trying to answer the question related to the future use of the database, we started by discussing both relational and non-relational databases, shortcomings, and challenges, then we chose a model of both types, and we studied the differences in practice in the query process by installing database servers, it is an important part of the data handling process. We also discussed the popularity of the two models adopted for several considerations and concluded that non-relational databases, despite the challenges, tend to be the first choice soon.

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Section: Related Studymentioning

confidence: 99%

Section: Challenges Faced By Relational Databasementioning

confidence: 99%

NoSQL: Will it be an alternative to a relational database? MySQL vs MongoDB comparison

alyasiri¹,

Sahi²,

AL-Khafaji³

2022

Proceedings of 2nd International Multi-Disciplinary Conference Theme: Integrated Sciences and Technologies, IMDC-IST 2021, 7-9

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“…As Web 2.0 took off, NoSQL databases like Amazon's Dynamo and Google's BigTable underpinned emerging tech giants' data architecture and enabled Apache's Cassandra's advanced development (Lith & Mattsson, 2010). Cassandra wrote a 50 GB dataset 2500 times quicker than MySQL, showing that NoSQL databases can manage data better (Mihai, 2020;Mohmmed,2011).…”

Section: Introductionmentioning

confidence: 99%

Enhancement of NoSQL Database Performance Using Parallel Processing

Ismael Imran

2024

J INFORM SYSTEMS ENG

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In the burgeoning realm of big data, document-oriented NoSQL databases stand out for their flexibility and scalability. This paper delves into the optimization of these databases, specifically through the lens of parallel processing techniques. A comparative study was conducted against the traditional non-parallel approaches, where marked performance enhancements were observed. For instance, the execution time for retrieving movies of a specific year decreased by over 80% when parallel processing was applied, plummeting from 1.578765 seconds to a brisk 0.300000 seconds. Memory usage and CPU utilization were meticulously recorded, revealing up to a 70% reduction in peak memory consumption in certain queries, and a moderate fluctuation in CPU usage between 49.25% to 75.2%. This indicates not only improved efficiency but also a prudent utilization of system capacity, without overtaxing resources. However, the study identified scenarios, such as highly complex queries, where the gains from parallel processing were less pronounced, suggesting a marginal improvement in CPU utilization. While the findings advocate for the adoption of parallel processing in handling intensive data retrieval tasks, it is recommended that future research should further scrutinize the scalability thresholds and explore alternative parallelization strategies to fortify the efficacy of document-oriented NoSQL databases.

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“…Based on these explanations, it can be concluded that the hypothesis for this study is: H2: Managerial Ownership has a positive effect on Company's Performance. (Mihai, 2014)' s research revealed that foreign ownership negatively influences a company's performance. Foreign ownership does not have a large effect, but different impacts can occur on foreign and domestic investment in various countries.…”

Section: Net Working Capital Has a Positive Effect On Company's Perfo...mentioning

confidence: 99%

“…Foreign ownership is another important aspect of corporate governance. According to (Mihai, 2014), if the foreign capital, which is the host in a domestic country, can provide innovative technological appeal, integration in international trade and the creation of a more competitive business environment. Companies with foreign capital are the main form of foreign direct investment in a country.…”

Section: Introductionmentioning

confidence: 99%

The Effect Of Net Working Capital and Good Corporate Governance on Working Performance of Companies By Economic Value Added (Eva) Measurement in the Goods Consumer Sector Companies Listed in Idx 2014-2016

Proceedings of the International Conference on Industrial Engineering and Operations Management

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This study aimed to analyze the influence of net working capital and ownership structure against company performance measured by economic value added (EVA). The research object was consumer goods companies listed on Indonesia Stock Exchange from 2014 to 2016. The dependent variable of this study was company performance, and the independent variables were net working capital, managerial ownership, and foreign ownership. Statistical analysis tools used in this research were multiple linear regression and test using STATA for Windows version 12,4. The results show that variable concentration of foreign ownership significantly influences economic value-added while net working capital and managerial ownership did not significantly influence economic value added.

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Comparison between Relational and NoSQL Databases

Cited by 3 publications

References 0 publications

NoSQL: Will it be an alternative to a relational database? MySQL vs MongoDB comparison

NoSQL: Will it be an alternative to a relational database? MySQL vs MongoDB comparison

Enhancement of NoSQL Database Performance Using Parallel Processing

The Effect Of Net Working Capital and Good Corporate Governance on Working Performance of Companies By Economic Value Added (Eva) Measurement in the Goods Consumer Sector Companies Listed in Idx 2014-2016

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