TY - GEN
T1 - Prototype of multi-layer personal cardiac monitoring system for data interoperability problem
AU - Pramukantoro, Eko Sakti
AU - Gofuku, Akio
N1 - Publisher Copyright:
© 2020 ACM.
PY - 2020/11/16
Y1 - 2020/11/16
N2 - Personal monitoring of heart conditions offers an advantage as a prevention mechanism for cardiovascular disease. This system can be developed using a wearable sensor device along with IoT approach. However, the data interoperability problem often arises in attempt to develop an IoT-based system. Data interoperability comes from different data formats to save the data that are produced by health sensor devices. The current solution can be either cloud or edge-based middleware which both have their own merits and drawbacks. This study offers multi-layer monitoring heart conditions that combines cloud and edge-based middleware to solve data interoperability. The middleware on the edge layer performs data normalization using the JSON format and Restful API standard to transfer data to communicate with an IoT application. On the other hand, at the cloud side, it provides heterogeneous data storage with the ability to store various health data formats.
AB - Personal monitoring of heart conditions offers an advantage as a prevention mechanism for cardiovascular disease. This system can be developed using a wearable sensor device along with IoT approach. However, the data interoperability problem often arises in attempt to develop an IoT-based system. Data interoperability comes from different data formats to save the data that are produced by health sensor devices. The current solution can be either cloud or edge-based middleware which both have their own merits and drawbacks. This study offers multi-layer monitoring heart conditions that combines cloud and edge-based middleware to solve data interoperability. The middleware on the edge layer performs data normalization using the JSON format and Restful API standard to transfer data to communicate with an IoT application. On the other hand, at the cloud side, it provides heterogeneous data storage with the ability to store various health data formats.
KW - IoT
KW - cardiovascular disease
KW - cloud application
KW - interoperability
UR - http://www.scopus.com/inward/record.url?scp=85099059794&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85099059794&partnerID=8YFLogxK
U2 - 10.1145/3427423.3427442
DO - 10.1145/3427423.3427442
M3 - Conference contribution
AN - SCOPUS:85099059794
T3 - ACM International Conference Proceeding Series
SP - 84
EP - 89
BT - Proceedings of 2020 International Conference on Sustainable Information Engineering and Technology, SIET 2020
PB - Association for Computing Machinery
T2 - 5th International Conference on Sustainable Information Engineering and Technology, SIET 2020
Y2 - 16 November 2020 through 17 November 2020
ER -
