Title :
m-cloud -- Distributed Statistical Computation Using Multiple Cloud Computers
Author :
Nakagawa, Ikuo ; Hiji, Masahiro ; Kikuchi, Yutaka ; Fukumoto, Masaaki ; Shimojo, Shinji
Author_Institution :
Osaka Univ., Suita, Japan
Abstract :
In the age of IoT (Internet of Things), tens (or hundreds) of billions sensors or devices will be connected to the Net. For elasticity, scalability and efficiency, some operators try to use cloud resources to collect data from IoT devices and analyze such data on the net. On the other hand, protecting privacy is an issue for using cloud resources. We focus on the technology of using cloud resources for collecting and analyzing IoT data. We propose m-cloud, a distributed computing mechanism with multiple cloud resources. The mechanism enables us to collect data from IoT sensors and devices and calculate some basic statistic result while we reduce the risk of revealing privacy information from such cloud environment.
Keywords :
Internet of Things; cloud computing; data analysis; data privacy; mobile computing; Internet of Things; IoT data analysis; IoT data collection; IoT devices; IoT sensors; cloud computers; cloud environment; cloud resources; distributed computing mechanism; distributed statistical computation; m-cloud; mobile cloud; privacy information; privacy protection; Cloud computing; Clouds; Computers; Data privacy; Privacy; Temperature sensors; IoT; cloud computing; distributed processing; privacy preserving;
Conference_Titel :
Computer Software and Applications Conference Workshops (COMPSACW), 2014 IEEE 38th International
Conference_Location :
Vasteras
DOI :
10.1109/COMPSACW.2014.53