Title :
MapReduce Processing on IoT Clouds
Author_Institution :
Nat. Inst. of Inf., Tokyo, Japan
Abstract :
We present a data processing framework for IoTs with clouds. It was inspired by the MapReduce processing but aims at data processing at the edges through low-band networks. It enables data at the edges to be locally processed as much as possible by using the MapReduce processing and to be cooperated with cloud computing if the edges lacks computational capabilities. This paper describes the design and implementation of the framework, basic performance, and an practical application.
Keywords :
Internet of Things; cloud computing; IoT clouds; MapReduce processing; cloud computing; computational capabilities; low-band networks; Cloud computing; Computers; Data processing; Java; Mobile agents; Mobile communication; Runtime; MapReduce; cloud; data processing; mobile agent; mobile code;
Conference_Titel :
Cloud Computing Technology and Science (CloudCom), 2013 IEEE 5th International Conference on
Conference_Location :
Bristol
DOI :
10.1109/CloudCom.2013.49