Optimized Multi-Modular Services: Empowering Earth Observation Data Processing

作     者：Lalayan, Arthur Astsatryan, Hrachya Poghosyan, Suren Giuliani, Gregory 

作者机构：Inst Informat & Automat Problems Yerevan Armenia Inst Environm Sci Geneva Switzerland 

出 版 物：《INFORMATICA》 (Informatica)

年 卷 期：2024年第35卷第2期

页      面：363-378页

核心收录：

学科分类：08[工学] 0701[理学-数学] 0812[工学-计算机科学与技术（可授工学、理学学位）] 

基　　金：UAVs Smart Cloud Platform Equipped with Multi-agent Algorithms and Systems" [22AA-1B015  21AG-1B052  20TTAT-RBe016] 

主　　题：Earth observation distributed computing performance optimization 

摘      要：The significance of earth observation data spans diverse fields and domains, driving the need for efficient management. Nevertheless, the exponential increase in data volume brings new challenges that complicate processing and storing data. This article proposes an optimized multimodular service for earth observation data management in response to these challenges. The suggested approach focuses on choosing the optimal configurations for the storage and processing layers to improve the performance and cost-effectiveness of managing data. By employing the recommended optimized strategies, earth observation data can be managed more effectively, resulting in fast data processing and reduced costs.