TY  - JOUR
T1  - A Method for Hybrid Message Transmission based on User-Customized Analysis
AU  - Kim, Yong-Hyun 
AU  - Bong, Jae-Sic 
AU  - Huh, Eui-Nam 
JO  - Journal of KIISE, JOK
PY  - 2015
DA  - 2015/1/14
DO  - 
KW  - mobile device
KW  - cloud messaging service
KW  - message transmission
AB  - From 2009, the market of smart devices has been rapidly increasing. These devices provide various services to users. The cloud messaging service, especially, is applied to many various services, and sends messages asynchronously. In the cloud messaging service, there are two methods for message transmission, message transmission based on an IP address and a publish/subscribe technique. Each technique uses basic messages in order to send messages to mobile devices. In this paper, the hybrid message transmission, based on user-customized analysis to reduce basic messages, is proposed. The hybrid message transmission uses Exponential Moving Average (EMA) and K-means algorithms for user-customized analysis, and determines the message transmission techniques in each timeslot.