Discovering periodic patterns for large scale mobile traffic data: Method and applications
Understanding the temporal traffic load profile of cellular networks is extremely valuable to
many network operation tasks in large mobile networks. Such knowledge is useful for …
many network operation tasks in large mobile networks. Such knowledge is useful for …
Big data driven mobile traffic understanding and forecasting: A time series approach
Understanding and forecasting mobile traffic of large scale cellular networks is extremely
valuable for service providers to control and manage the explosive mobile data, such as …
valuable for service providers to control and manage the explosive mobile data, such as …
Spatio-temporal analysis and prediction of cellular traffic in metropolis
Understanding and predicting cellular traffic at large-scale and fine-granularity is beneficial
and valuable to mobile users, wireless carriers, and city authorities. Predicting cellular traffic …
and valuable to mobile users, wireless carriers, and city authorities. Predicting cellular traffic …
Understanding mobile traffic patterns of large scale cellular towers in urban environment
Understanding mobile traffic patterns of large scale cellular towers in urban environment is
extremely valuable for Internet service providers, mobile users, and government managers …
extremely valuable for Internet service providers, mobile users, and government managers …
Mining and modelling the dynamic patterns of service providers in cellular data network based on big data analysis
L Jun, L Tingting, C Gang, Y Hua… - China …, 2013 - ieeexplore.ieee.org
Understanding the dynamic traffic and usage characteristics of data services in cellular
networks is important for optimising network resources and improving user experience …
networks is important for optimising network resources and improving user experience …
Characterizing the spatio-temporal inhomogeneity of mobile traffic in large-scale cellular data networks
As the volume of mobile traffic has been growing quickly in recent years, reducing the
congestion of mobile networks has become an important problem of networking research …
congestion of mobile networks has become an important problem of networking research …
Understanding mobile traffic patterns of large scale cellular towers in urban environment
Understanding mobile traffic patterns of large scale cellular towers in urban environment is
extremely valuable for Internet service providers, mobile users, and government managers …
extremely valuable for Internet service providers, mobile users, and government managers …
Classifying call profiles in large-scale mobile traffic datasets
Cellular communications are undergoing significant evolutions in order to accommodate the
load generated by increasingly pervasive smart mobile devices. Dynamic access network …
load generated by increasingly pervasive smart mobile devices. Dynamic access network …
Understanding and predicting data hotspots in cellular networks
The unprecedented growth in mobile data usage is posing significant challenges to cellular
operators. One key challenge is how to provide quality of service to subscribers when their …
operators. One key challenge is how to provide quality of service to subscribers when their …
Characterizing and modeling internet traffic dynamics of cellular devices
Understanding Internet traffic dynamics in large cellular networks is important for network
design, troubleshooting, performance evaluation, and optimization. In this paper, we present …
design, troubleshooting, performance evaluation, and optimization. In this paper, we present …