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Lookup Table Designs for Real-Time RAFT Consensus Agreements on HAPS Platforms

研究成果: Conference contribution同行評審

摘要

High-Altitude Platform Station (HAPS) Mesh networks hold promise for delivering high-availability wide-area network services, enabling real-time RAFT in distributed systems. However, the dynamic nature of HAPS networks disrupts RAFT's critical performance metric - the 95th percentile commit time - which directly impacts service level agreements (SLAs). To address this, we tackle the challenge of dynamically selecting cost-effective Steiner Minimum Trees (SMTs) within HAPS Mesh networks to connect RAFT leaders and quorums while strictly adhering to SLA constraints. Traditional RAFT performance modeling methods fall short in handling these applicationspecific requirements under real-time operational demands. Our solution introduces an efficient lookup table (LUT) framework for rapid assessment of SMT quality, overcoming the latency of direct evaluation. Key innovations include leveraging path score monotonicity, boundary point analysis, and a 'striping' strategy to map solution spaces while minimizing computational overhead. Extensive simulations and experiments demonstrate the feasibility and effectiveness of our proposed method.

原文English
主出版物標題Proceedings - 2025 IEEE International Symposium on Parallel and Distributed Processing with Applications, ISPA 2025
編輯Liang Zhao, Yunhe Sun, Kang Yang, Zhi Liu, Abderrahim Bensliman, Reza Malekian
發行者Institute of Electrical and Electronics Engineers Inc.
頁面419-426
頁數8
ISBN(電子)9798331566845
DOIs
出版狀態Published - 2025
事件23rd IEEE International Symposium on Parallel and Distributed Processing with Applications, ISPA 2025 - Shenyang, China
持續時間: 10 10月 202512 10月 2025

出版系列

名字Proceedings - 2025 IEEE International Symposium on Parallel and Distributed Processing with Applications, ISPA 2025

Conference

Conference23rd IEEE International Symposium on Parallel and Distributed Processing with Applications, ISPA 2025
國家/地區China
城市Shenyang
期間10/10/2512/10/25

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