Challenges in Managing Real-Time Data in Health Information System (HIS)

被引:4
|
作者
Akhtar, Usman [1 ]
Khattak, Asad Masood [2 ]
Lee, Sungyoung [1 ]
机构
[1] Kyung Hee Univ, Dept Comp Sci & Engn, Yongin, Gyeonggi Do, South Korea
[2] Zayed Univ, Coll Techol Innovat, Dubai, U Arab Emirates
来源
关键词
Stream processing framework; Health-care Information System (HIS); Kafka messaging;
D O I
10.1007/978-3-319-39601-9_27
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we have discussed the challenges in handling real-time medical big data collection and storage in health information system (HIS). Based on challenges, we have proposed a model for real-time analysis of medical big data. We exemplify the approach through Spark Streaming and Apache Kafka using the processing of health big data Stream. Apache Kafka works very well in transporting data among different systems such as relational databases, Apache Hadoop and non-relational databases. However, Apache Kafka lacks analyzing the stream, Spark Streaming framework has the capability to perform some operations on the stream. We have identified the challenges in current real-time systems and proposed our solution to cope with the medical big data streams.
引用
收藏
页码:305 / 313
页数:9
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