| Autor: |
Nuriev Marat, Zaripova Rimma, Yanova Olga, Koshkina Irina, Chupaev Andrey |
| Jazyk: |
English<br />French |
| Rok vydání: |
2024 |
| Předmět: |
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| Zdroj: |
E3S Web of Conferences, Vol 531, p 03022 (2024) |
| Druh dokumentu: |
article |
| ISSN: |
2267-1242 |
| DOI: |
10.1051/e3sconf/202453103022 |
| Popis: |
This article delves into the critical aspect of enhancing query performance in MongoDB through meticulous index optimization. It begins with an introduction to MongoDB's unique document-oriented data storage approach and its inherent scalability, which sets the stage for understanding the importance of efficient query processing. The discussion progresses to highlight the pivotal role of indexes in MongoDB, emphasizing their function in expediting data retrieval and the necessity for their optimization to ensure peak database performance. A detailed exploration is provided on the methodologies for identifying fields suitable for indexing, considering factors such as query frequency and the specific use of fields in query operations. The article further elaborates on the selection of optimal index types, tailored to the diverse needs of varying data and query scenarios, thereby underscoring the versatility of MongoDB's indexing capabilities. Management of index size is discussed as a critical component of optimization, addressing the balance between index efficiency and resource consumption. The utilization of MongoDB's query planner is showcased as a powerful tool for achieving an in-depth understanding of query execution and identifying potential optimizations. In conclusion, the article encapsulates the essence of continuous index management and the strategic use of MongoDB's analytical tools to maintain and enhance database performance. It underscores the ongoing nature of optimization efforts required to keep pace with evolving data patterns and application demands, ultimately ensuring a responsive, efficient, and scalable database environment. |
| Databáze: |
Directory of Open Access Journals |
| Externí odkaz: |
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