TY - GEN
T1 - Analysis of Internet Service Latency and its Impact on Internet of Things (IoT) Applications
AU - Mostacero-Agama, Luis
AU - Shiguihara, Pedro
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - One of the technologies adopted due to the pandemic is the Internet of Things (IoT), whose objective is to interconnect objects through networks and allow other objects and people can communicate with them, in real-time, at any time and anywhere. However, the growing number of connected devices requires improved communication networks to provide low-latency values to real-time applications, such as telemedicine, autonomous vehicles, and online multiplayer video games that can operate without delays. In this paper, we collect latency, fluctuation and packet loss data from five servers in the United States of America (USA) to diagnose the internet service in Peru. Also, we used this data to analyze latency behavior using ML regression models.
AB - One of the technologies adopted due to the pandemic is the Internet of Things (IoT), whose objective is to interconnect objects through networks and allow other objects and people can communicate with them, in real-time, at any time and anywhere. However, the growing number of connected devices requires improved communication networks to provide low-latency values to real-time applications, such as telemedicine, autonomous vehicles, and online multiplayer video games that can operate without delays. In this paper, we collect latency, fluctuation and packet loss data from five servers in the United States of America (USA) to diagnose the internet service in Peru. Also, we used this data to analyze latency behavior using ML regression models.
KW - Internet of Things
KW - Internet speed
KW - IoT
KW - QoS
KW - Quality of Service
KW - jitter
KW - latency
KW - low-latency
KW - packet loss
KW - real-time
UR - http://www.scopus.com/inward/record.url?scp=85142811198&partnerID=8YFLogxK
U2 - 10.1109/EIRCON56026.2022.9934102
DO - 10.1109/EIRCON56026.2022.9934102
M3 - Contribución a la conferencia
AN - SCOPUS:85142811198
T3 - Proceedings of the 2022 IEEE Engineering International Research Conference, EIRCON 2022
BT - Proceedings of the 2022 IEEE Engineering International Research Conference, EIRCON 2022
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2022 IEEE Engineering International Research Conference, EIRCON 2022
Y2 - 26 October 2022 through 28 October 2022
ER -