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[Comparative Analysis of Three Massive Medical Image Storage Technologies]
Jiecheng Gao1,2, Yuanyuan Yang1
1Medical Image Laboratory of Shanghai Institute of Technical Physics, Chinese Academy of Sciences, Shanghai, 200083.
For massive medical data, object storage offers faster access than local systems. However, distributed file storage systems like HDFS are recommended for overall medical image big data storage.
Area of Science:
- Medical Informatics
- Data Storage Technologies
- Health Information Management
Background:
- Massive medical data generation necessitates advanced storage solutions beyond traditional local systems.
- Increasing use of cloud services for medical data sharing demands higher data transmission speeds.
- Existing local storage systems face challenges with speed, visualization, and cost-effectiveness for big data.
Purpose of the Study:
- To evaluate and compare the transmission speed of mainstream storage technologies for medical images.
- To identify optimal storage systems for handling the demands of medical image big data.
- To analyze storage options based on factors like high availability and cost.
Main Methods:
- Conducted transmission speed tests on three mainstream storage technologies for medical images.
- Evaluated performance metrics including access speed and system efficiency.
- Assessed storage solutions considering high availability and economic factors.
Main Results:
- Object storage systems demonstrated superior access speed and performance compared to traditional local storage systems for medical image big data.
- Analysis considered multiple aspects including high availability and cost-effectiveness.
- While object storage showed performance benefits, a comprehensive recommendation was made.
Conclusions:
- Distributed file storage systems, such as HDFS (Hadoop Distributed File System), are recommended as the primary choice for medical image big data storage.
- Object storage systems offer advantages in access speed for medical image big data.
- The study provides insights for selecting appropriate storage infrastructure for evolving healthcare data needs.
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