TY - JOUR
T1 - Dense Moving Fog for Intelligent IoT
T2 - Key Challenges and Opportunities
AU - Andreev, Sergey
AU - Petrov, Vitaly
AU - Huang, Kaibin
AU - Lema, Maria A.
AU - Dohler, Mischa
PY - 2019/5/1
Y1 - 2019/5/1
N2 - As the ratification of 5G New Radio technology is being completed, enabling network architectures are expected to undertake a matching effort. Conventional cloud and edge computing paradigms may thus become insufficient in supporting the increasingly stringent operating requirements of intelligent IoT devices that can move unpredictably and at high speeds. Complementing these, the concept of fog emerges to deploy cooperative cloud-like functions in the immediate vicinity of various moving devices, such as connected and autonomous vehicles, on the road and in the air. Envisioning the gradual evolution of these infrastructures toward an increasingly denser geographical distribution of fog functionality, we in this work put forward the vision of dense moving fog for intelligent IoT applications. To this aim, we review the recent powerful enablers, outline the main challenges and opportunities, and corroborate the performance benefits of collaborative dense fog operation in a characteristic use case fe.
AB - As the ratification of 5G New Radio technology is being completed, enabling network architectures are expected to undertake a matching effort. Conventional cloud and edge computing paradigms may thus become insufficient in supporting the increasingly stringent operating requirements of intelligent IoT devices that can move unpredictably and at high speeds. Complementing these, the concept of fog emerges to deploy cooperative cloud-like functions in the immediate vicinity of various moving devices, such as connected and autonomous vehicles, on the road and in the air. Envisioning the gradual evolution of these infrastructures toward an increasingly denser geographical distribution of fog functionality, we in this work put forward the vision of dense moving fog for intelligent IoT applications. To this aim, we review the recent powerful enablers, outline the main challenges and opportunities, and corroborate the performance benefits of collaborative dense fog operation in a characteristic use case fe.
UR - http://www.scopus.com/inward/record.url?scp=85062145622&partnerID=8YFLogxK
U2 - 10.1109/MCOM.2019.1800226
DO - 10.1109/MCOM.2019.1800226
M3 - Article
AN - SCOPUS:85062145622
SN - 0163-6804
VL - 57
SP - 34
EP - 41
JO - IEEE COMMUNICATIONS MAGAZINE
JF - IEEE COMMUNICATIONS MAGAZINE
IS - 5
M1 - 8648449
ER -