Evaluating the impact of graalvm and JVM on mobile banking microservices performance ; Оцінка впливу graalvm та JVM на продуктивність мікросервісів мобільного банкінгу
Uložené v:
| Názov: | Evaluating the impact of graalvm and JVM on mobile banking microservices performance ; Оцінка впливу graalvm та JVM на продуктивність мікросервісів мобільного банкінгу |
|---|---|
| Autori: | Sihombing, Edwin Yosef Setiawan, Zarlis, Muhammad |
| Zdroj: | Eastern-European Journal of Enterprise Technologies; Vol. 1 No. 13 (133) (2025): Transfer of technologies: industry, energy, nanotechnology; 46-58 ; Eastern-European Journal of Enterprise Technologies; Том 1 № 13 (133) (2025): Трансфер технологій: промисловість, енергетика, нанотехнології; 46-58 ; 1729-4061 ; 1729-3774 |
| Informácie o vydavateľovi: | TECHNOLOGY CENTER PC® |
| Rok vydania: | 2025 |
| Zbierka: | Scientific Periodicals of Ukraine (Ukrainian Research and Academic Network) / Наукова періодика України |
| Predmety: | GraalVM, Java Spring Boot, віртуальна машина Java, продуктивність додатків, оптимізація ресурсів, Java Virtual Machine, application performance, resource optimization |
| Popis: | This study investigates the implementation of Graal Virtual Machine (GraalVM) in Java Spring Boot microservices for mobile banking applications. Increasing digital banking demand and user growth necessitate systems that can handle high transaction volumes efficiently. Java Virtual Machine (JVM) environments face challenges, including slower application startup times, higher CPU usage, and increased memory consumption, limiting their suitability for such high-demand scenarios. To address these issues, this research uses a quasi-experimental design to compare microservices' performance on GraalVM and JVM by analyzing key metrics: application startup time, CPU usage, and memory consumption under various load scenarios. Results show that GraalVM significantly improves startup times, reducing delays by 25–30 seconds across services, thus enhancing responsiveness. CPU usage showed varied outcomes: mobile-service demonstrated reductions (e.g., 0.8678 to 0.7798 for 100 users), whereas profile-service and casa-service recorded slight increases under certain workloads (e.g., 0.7829 to 0.8569 for profile-service at 100 users). Memory consumption increased notably for GraalVM, particularly in high-load scenarios such as casa-service at 600 users (198.47 MB to 591.38 MB). These findings highlight the trade-offs of adopting GraalVM, with faster startup times offset by higher memory usage in specific services. The results underscore the importance of workload-specific evaluations when optimizing microservices. Practical applications of this research include guiding system architects in selecting appropriate runtime environments to enhance the performance and scalability of mobile banking systems, ensuring efficient operation under varying demands ; У дослідженні розглядається реалізація віртуальної машини Graal (GraalVM) у мікросервісах Java Spring Boot для додатків мобільного банкінгу. Зростання попиту на цифрові банківські послуги та збільшення кількості користувачів вимагають створення систем, здатних ефективно обробляти ... |
| Druh dokumentu: | article in journal/newspaper |
| Popis súboru: | application/pdf |
| Jazyk: | English |
| Relation: | https://journals.uran.ua/eejet/article/view/315493/314193; https://journals.uran.ua/eejet/article/view/315493 |
| Dostupnosť: | https://journals.uran.ua/eejet/article/view/315493 |
| Rights: | Авторське право (c) 2025 Edwin Yosef Setiawan Sihombing, Muhammad Zarlis ; http://creativecommons.org/licenses/by/4.0 |
| Prístupové číslo: | edsbas.BEB71DF1 |
| Databáza: | BASE |
Nájsť tento článok vo Web of Science | FullText | Text: Availability: 0 CustomLinks: – Url: https://journals.uran.ua/eejet/article/view/315493# Name: EDS - BASE (s4221598) Category: fullText Text: View record from BASE – Url: https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=EBSCO&SrcAuth=EBSCO&DestApp=WOS&ServiceName=TransferToWoS&DestLinkType=GeneralSearchSummary&Func=Links&author=Sihombing%20EYS Name: ISI Category: fullText Text: Nájsť tento článok vo Web of Science Icon: https://imagesrvr.epnet.com/ls/20docs.gif MouseOverText: Nájsť tento článok vo Web of Science |
|---|---|
| Header | DbId: edsbas DbLabel: BASE An: edsbas.BEB71DF1 RelevancyScore: 997 AccessLevel: 3 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 996.707214355469 |
| IllustrationInfo | |
| Items | – Name: Title Label: Title Group: Ti Data: Evaluating the impact of graalvm and JVM on mobile banking microservices performance ; Оцінка впливу graalvm та JVM на продуктивність мікросервісів мобільного банкінгу – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Sihombing%2C+Edwin+Yosef+Setiawan%22">Sihombing, Edwin Yosef Setiawan</searchLink><br /><searchLink fieldCode="AR" term="%22Zarlis%2C+Muhammad%22">Zarlis, Muhammad</searchLink> – Name: TitleSource Label: Source Group: Src Data: Eastern-European Journal of Enterprise Technologies; Vol. 1 No. 13 (133) (2025): Transfer of technologies: industry, energy, nanotechnology; 46-58 ; Eastern-European Journal of Enterprise Technologies; Том 1 № 13 (133) (2025): Трансфер технологій: промисловість, енергетика, нанотехнології; 46-58 ; 1729-4061 ; 1729-3774 – Name: Publisher Label: Publisher Information Group: PubInfo Data: TECHNOLOGY CENTER PC® – Name: DatePubCY Label: Publication Year Group: Date Data: 2025 – Name: Subset Label: Collection Group: HoldingsInfo Data: Scientific Periodicals of Ukraine (Ukrainian Research and Academic Network) / Наукова періодика України – Name: Subject Label: Subject Terms Group: Su Data: <searchLink fieldCode="DE" term="%22GraalVM%22">GraalVM</searchLink><br /><searchLink fieldCode="DE" term="%22Java+Spring+Boot%22">Java Spring Boot</searchLink><br /><searchLink fieldCode="DE" term="%22віртуальна+машина+Java%22">віртуальна машина Java</searchLink><br /><searchLink fieldCode="DE" term="%22продуктивність+додатків%22">продуктивність додатків</searchLink><br /><searchLink fieldCode="DE" term="%22оптимізація+ресурсів%22">оптимізація ресурсів</searchLink><br /><searchLink fieldCode="DE" term="%22Java+Virtual+Machine%22">Java Virtual Machine</searchLink><br /><searchLink fieldCode="DE" term="%22application+performance%22">application performance</searchLink><br /><searchLink fieldCode="DE" term="%22resource+optimization%22">resource optimization</searchLink> – Name: Abstract Label: Description Group: Ab Data: This study investigates the implementation of Graal Virtual Machine (GraalVM) in Java Spring Boot microservices for mobile banking applications. Increasing digital banking demand and user growth necessitate systems that can handle high transaction volumes efficiently. Java Virtual Machine (JVM) environments face challenges, including slower application startup times, higher CPU usage, and increased memory consumption, limiting their suitability for such high-demand scenarios. To address these issues, this research uses a quasi-experimental design to compare microservices' performance on GraalVM and JVM by analyzing key metrics: application startup time, CPU usage, and memory consumption under various load scenarios. Results show that GraalVM significantly improves startup times, reducing delays by 25–30 seconds across services, thus enhancing responsiveness. CPU usage showed varied outcomes: mobile-service demonstrated reductions (e.g., 0.8678 to 0.7798 for 100 users), whereas profile-service and casa-service recorded slight increases under certain workloads (e.g., 0.7829 to 0.8569 for profile-service at 100 users). Memory consumption increased notably for GraalVM, particularly in high-load scenarios such as casa-service at 600 users (198.47 MB to 591.38 MB). These findings highlight the trade-offs of adopting GraalVM, with faster startup times offset by higher memory usage in specific services. The results underscore the importance of workload-specific evaluations when optimizing microservices. Practical applications of this research include guiding system architects in selecting appropriate runtime environments to enhance the performance and scalability of mobile banking systems, ensuring efficient operation under varying demands ; У дослідженні розглядається реалізація віртуальної машини Graal (GraalVM) у мікросервісах Java Spring Boot для додатків мобільного банкінгу. Зростання попиту на цифрові банківські послуги та збільшення кількості користувачів вимагають створення систем, здатних ефективно обробляти ... – Name: TypeDocument Label: Document Type Group: TypDoc Data: article in journal/newspaper – Name: Format Label: File Description Group: SrcInfo Data: application/pdf – Name: Language Label: Language Group: Lang Data: English – Name: NoteTitleSource Label: Relation Group: SrcInfo Data: https://journals.uran.ua/eejet/article/view/315493/314193; https://journals.uran.ua/eejet/article/view/315493 – Name: URL Label: Availability Group: URL Data: https://journals.uran.ua/eejet/article/view/315493 – Name: Copyright Label: Rights Group: Cpyrght Data: Авторське право (c) 2025 Edwin Yosef Setiawan Sihombing, Muhammad Zarlis ; http://creativecommons.org/licenses/by/4.0 – Name: AN Label: Accession Number Group: ID Data: edsbas.BEB71DF1 |
| PLink | https://erproxy.cvtisr.sk/sfx/access?url=https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsbas&AN=edsbas.BEB71DF1 |
| RecordInfo | BibRecord: BibEntity: Languages: – Text: English Subjects: – SubjectFull: GraalVM Type: general – SubjectFull: Java Spring Boot Type: general – SubjectFull: віртуальна машина Java Type: general – SubjectFull: продуктивність додатків Type: general – SubjectFull: оптимізація ресурсів Type: general – SubjectFull: Java Virtual Machine Type: general – SubjectFull: application performance Type: general – SubjectFull: resource optimization Type: general Titles: – TitleFull: Evaluating the impact of graalvm and JVM on mobile banking microservices performance ; Оцінка впливу graalvm та JVM на продуктивність мікросервісів мобільного банкінгу Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Sihombing, Edwin Yosef Setiawan – PersonEntity: Name: NameFull: Zarlis, Muhammad IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Type: published Y: 2025 Identifiers: – Type: issn-locals Value: edsbas – Type: issn-locals Value: edsbas.oa Titles: – TitleFull: Eastern-European Journal of Enterprise Technologies Type: main |
| ResultId | 1 |