| dc.contributor.author | Бистрик, М. В. | uk |
| dc.contributor.author | Bystryk, M. | en |
| dc.date.accessioned | 2026-09-03T10:29:51Z | |
| dc.date.available | 2026-09-03T10:29:51Z | |
| dc.date.issued | 2026 | |
| dc.identifier.citation | Бистрик М. В. Architecture-aware transaction scheduling methodology in high-load blockchain networks // Матеріали Міжнародної науково-практичної інтернет-конференції «Молодь в науці: дослідження, проблеми, перспективи (МН-2026)», м. Вінниця, 22-26 червня 2026 р. Електрон. текст. дані. 2026. URI: https://conferences.vntu.edu.ua/index.php/mn/mn2026/paper/view/27469. | uk |
| dc.identifier.uri | https://ir.lib.vntu.edu.ua/handle/123456789/52838 | |
| dc.description.abstract | The paper addresses the issue of Hyperledger Besu blockchain node performance degradation in high-load networks caused by the State Bloat phenomenon. An architecture-aware transaction scheduling methodology, RATEM, is proposed based on prefix-based request clustering to optimize Last Level Cache (LLC) utilization. The mechanisms of interaction between the proposed method, the JVM runtime environment, and hardware prefetching units are substantiated. Theoretical analysis indicates a potential 10–15% reduction in average RPC request processing latency. | en |
| dc.language.iso | en_US | en_US |
| dc.publisher | ВНТУ | uk |
| dc.relation.ispartof | Матеріали Міжнародної науково-практичної інтернет-конференції «Молодь в науці: дослідження, проблеми, перспективи (МН-2026)», м. Вінниця, 22-26 червня 2026 р. | uk |
| dc.relation.uri | https://conferences.vntu.edu.ua/index.php/mn/mn2026/paper/view/27469 | |
| dc.subject | Blockchain | en |
| dc.subject | Hyperledger Besu | en |
| dc.subject | Merkle Patricia Trie | en |
| dc.subject | L3 cache | en |
| dc.subject | transaction scheduling | en |
| dc.subject | architectureaware method | en |
| dc.subject | JVM | en |
| dc.title | Architecture-aware transaction scheduling methodology in high-load blockchain networks | en |
| dc.type | Thesis | |
| dc.identifier.udc | 004.8 | |
| dc.relation.references | Wood, G. (2014). Ethereum: A secure decentralised generalised liveness ledger. Ethereum Project Yellow Paper. https://ethereum.github.io/yellowpaper/paper.pdf AMD. (2023). Software Optimization Guide for AMD Family 19h Processors. Publication #56665. https://www.amd.com/content/dam/amd/en/documents/processor-tech-docs/sw-optimizationguides/56665.zip Mittal, S. (2016). A survey of techniques for managing last-level caches. ACM Computing Surveys (CSUR), 48(3), 1-50. https://doi.org/10.1145/2856125 Shipilv, A. (2014). JVM Anatomy Park #2: Layouts. https://shipilev.net/jvm/anatomy-quarks/2-layout/ Kushwaha, S. S., et al. (2022). Performance Analysis of Hyperledger Besu for Private Blockchain Networks. 2022 IEEE International Conference on Blockchain. https://doi.org/10.1109/Blockchain55525.2022.00063 Maksym Bystryk – Ph.D Student of Software Engineering, Vinnytsia National Technical University, Vinnytsia, email: max.bystryk@gmail.com Oleksandr Khoshaba - Ph.D., Associate Professor of Software Engineering, Vinnytsia National Technical University, Vinnytsia, e-mail: oleksandr.khoshaba@gmail.com | en |
