TY - GEN
T1 - Naming scheme using NLP machine learning method for network weather monitoring system based on ICN
AU - Mochida, Toru
AU - Nozaki, Daichi
AU - Okamoto, Koki
AU - Qi, Xin
AU - Wen, Zheng
AU - Sato, Takuro
AU - Yu, Keping
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2017/7/2
Y1 - 2017/7/2
N2 - The market for IoT devices has been expanding rapidly for several years, and many fields are anticipating further demand in the future. However, together with this expansion, increased communication failures are expected, and solutions to prevent them are needed. Here, we aim to solve communication problems using a new network, called the CCN x(Contents Centric Networking), which is one of the leading ICN (Information Centric Networking) solutions. Our system was constructed by assuming the case of a weather monitoring IoT application in which large data communications were very likely to occur. In this paper, we propose a technique for distributing meteorological data gathered with a weather observation device and 4K camera by ICN, and caching content with a new Naming scheme using machine learning.
AB - The market for IoT devices has been expanding rapidly for several years, and many fields are anticipating further demand in the future. However, together with this expansion, increased communication failures are expected, and solutions to prevent them are needed. Here, we aim to solve communication problems using a new network, called the CCN x(Contents Centric Networking), which is one of the leading ICN (Information Centric Networking) solutions. Our system was constructed by assuming the case of a weather monitoring IoT application in which large data communications were very likely to occur. In this paper, we propose a technique for distributing meteorological data gathered with a weather observation device and 4K camera by ICN, and caching content with a new Naming scheme using machine learning.
KW - Human flow detection
KW - ICN
KW - Machine learning
KW - Naming
KW - Natural language
UR - http://www.scopus.com/inward/record.url?scp=85045912291&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85045912291&partnerID=8YFLogxK
U2 - 10.1109/WPMC.2017.8301851
DO - 10.1109/WPMC.2017.8301851
M3 - Conference contribution
AN - SCOPUS:85045912291
T3 - International Symposium on Wireless Personal Multimedia Communications, WPMC
SP - 428
EP - 434
BT - Proceedings - 20th International Symposium on Wireless Personal Multimedia Communications, WPMC 2017
PB - IEEE Computer Society
T2 - 20th International Symposium on Wireless Personal Multimedia Communications, WPMC 2017
Y2 - 17 December 2017 through 20 December 2017
ER -