TY - GEN
T1 - Trafficformer
T2 - 2022 IEEE International Conference on Consumer Electronics, ICCE 2022
AU - Ko, Junseo
AU - Yoon, Jeewoo
AU - Choi, Daejin
AU - Park, Eunil
AU - Pack, Sangheon
AU - Han, Jinyoung
N1 - Funding Information:
ACKNOWLEDGMENT This research was supported by National Research Foundation (NRF) of Korea Grant funded by the Korean Government (MSIT) (No. 2021R1A4A3022102) and the MSIT (Ministry of Science and ICT), Korea, under the ICAN (ICT Challenge and Advanced Network of HRD) program (IITP-2021-2020-0-01816) supervised by the IITP (Institute of Information & Communications Technology Planning & Evaluation).
Funding Information:
This research was supported by National Research Foundation (NRF) of Korea Grant funded by the Korean Government (MSIT) (No. 2021R1A4A3022102).
Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - We propose a deep learning model that can pre-dict future traffic. The proposed Transformer-based model is evaluated using the visit data of popular Wikipedia pages for more than 2 years through multiple accessing devices such as mobile and desktop. The experiment results demonstrate that the proposed model can predict the future traffic with high accuracy.
AB - We propose a deep learning model that can pre-dict future traffic. The proposed Transformer-based model is evaluated using the visit data of popular Wikipedia pages for more than 2 years through multiple accessing devices such as mobile and desktop. The experiment results demonstrate that the proposed model can predict the future traffic with high accuracy.
UR - http://www.scopus.com/inward/record.url?scp=85127048038&partnerID=8YFLogxK
U2 - 10.1109/ICCE53296.2022.9730205
DO - 10.1109/ICCE53296.2022.9730205
M3 - Conference contribution
AN - SCOPUS:85127048038
T3 - Digest of Technical Papers - IEEE International Conference on Consumer Electronics
BT - 2022 IEEE International Conference on Consumer Electronics, ICCE 2022
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 7 January 2022 through 9 January 2022
ER -