An overview of analysis methods and evaluation results for caching strategies

Hasslinger, Gerhard; Okhovatzadeh, Mahshid; Ntougias, Konstantinos; Hasslinger, Frank; Hohlfeld, Oliver

doi:10.1016/j.comnet.2023.109583

Cited by 6 publications

(5 citation statements)

References 98 publications

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“…In order to plan it is requird to define what will have significant impact on the performance. It is already known that selection of data to be cached, their update and subsequent use depend on the selected caching strategy [18], [26]. Therefore, we need to review them for finding out how those strategies could be used in different testing scenarios.…”

Section: Methods 21 Used Caching Strategiesmentioning

confidence: 99%

“…Read-only strategy [26], [27] is usually used when the data change rarely or never. On receival of a data read request the system checks if the data are present in the cache.…”

Section: Methods 21 Used Caching Strategiesmentioning

confidence: 99%

“…The read/write strategy [26]- [28] is used when data can be modified. When a request to read data is received, the system checks if the data are present in the cache.…”

Section: Methods 21 Used Caching Strategiesmentioning

confidence: 99%

“…The unsigned read/write strategy [18], [26], [27] involves storing data in the cache for a certain amount of time without the ability to modify the data in the cache. When a read request is received, the Indonesian J Elec Eng & Comp Sci ISSN: 2502-4752  system checks if the data are present in the cache.…”

Section: Methods 21 Used Caching Strategiesmentioning

confidence: 99%

“…Based on the basic principles of the unsigned read/write strategy [18], [26], [27], the it is reasonable to use it for caching queries that are updated with a small interval but are frequently requested. The implementation of this strategy can be achieved by applying the aspect-oriented programming paradigm [29], [30].…”

Section: Implementation Of Record Key Fields Caching 251 Implementati...mentioning

confidence: 99%

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Improving web-oriented information systems efficiency using Redis caching mechanisms

Privalov,

Stupina

2024

IJEECS

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The responsiveness of a web application with minimum latency time and maximum web pages loading speed is determined by its overall performance. When dealing with a large number of users and amount of data, the performance of web applications is significantly affected by ways of data processing, storage and access. This paper identifies the significance of data caching process to speed up access to relational database. The study examines approaches to improve the performance of web applications through the joint use of MySQL relational database management system (DBMS) and Redis NoSQL DBMS. The practical part of the study presents a description of a web application built based on Java and Spring Boot framework. The paper proposes the implementation of the caching strategies that take into account the principles of aspect-oriented programming. Made experiments on performance testing of the developed web application with and without caching are presented. The presented results of the study allowed us to conclude that it is possible to improve the performance of web applications by the optimal use of caching strategies when performing database queries.

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Section: Methods 21 Used Caching Strategiesmentioning

confidence: 99%

“…Read-only strategy [26], [27] is usually used when the data change rarely or never. On receival of a data read request the system checks if the data are present in the cache.…”

Section: Methods 21 Used Caching Strategiesmentioning

confidence: 99%

“…The read/write strategy [26]- [28] is used when data can be modified. When a request to read data is received, the system checks if the data are present in the cache.…”

Section: Methods 21 Used Caching Strategiesmentioning

confidence: 99%

Section: Methods 21 Used Caching Strategiesmentioning

confidence: 99%

Section: Implementation Of Record Key Fields Caching 251 Implementati...mentioning

confidence: 99%

See 3 more Smart Citations

Improving web-oriented information systems efficiency using Redis caching mechanisms

Privalov,

Stupina

2024

IJEECS

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Elevating Database Performance: Current Caching and Prefetching Strategies for Online Databases in Nigeria

Kehinde,

Zulkifli,

Surin

et al. 2023

Lecture Notes in Computer Science

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This study investigated caching and prefetching techniques to improve data access performance in online databases, considering factors like data popularity, access patterns, and cache coherence. The research design adopted for this study was the descriptive survey. The population comprised of 1387 undergraduates computer science students in public tertiary institutions in Ekiti State. Simple random sampling technique was adopted to select 150 computer science students from three public tertiary institutions in the study area. The instrument used for data collection was a structured 4 Likert type questionnaire. The questionnaire was distributed to the respondents to find out the effectiveness of caching and prefetching techniques on online database.

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