优化的多模块服务：增强地球观测数据处理能力

IF 3.3 4区计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS

Informatica Pub Date : 2024-04-04 DOI:10.15388/24-infor551

Arthur Lalayan, Hrachya Astsatryan, Suren Poghosyan, Gregory Giuliani

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引用次数: 0

摘要

地球观测数据的重要性横跨不同的领域和范畴，因此需要进行有效的管理。然而，数据量的指数级增长带来了新的挑战，使数据的处理和存储变得更加复杂。本文针对这些挑战，提出了一种优化的多模块对地观测数据管理服务。建议的方法侧重于为存储层和处理层选择最佳配置，以提高数据管理的性能和成本效益。通过采用建议的优化策略，可以更有效地管理地球观测数据，从而实现快速数据处理并降低成本。

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Optimized Multi-Modular Services: Empowering Earth Observation Data Processing

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 multi-modular 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. PDF XML

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来源期刊

Informatica 工程技术-计算机：信息系统

CiteScore

5.90

自引率

6.90%

发文量

审稿时长

12 months

期刊介绍： The quarterly journal Informatica provides an international forum for high-quality original research and publishes papers on mathematical simulation and optimization, recognition and control, programming theory and systems, automation systems and elements. Informatica provides a multidisciplinary forum for scientists and engineers involved in research and design including experts who implement and manage information systems applications.