Network monitoring guides network operators in understanding the current behavior of a
network. Therefore, accurate and efficient monitoring is vital to ensure that the network …

Network virtualization is a promising new resource management approach that allows
customized virtual networks (VNs) to be multiplexed on a shared physical infrastructure. In …

In this paper we propose a stochastic model to predict user throughput in mobile networks.
In particular, the model accounts for uncertainty such as random phenomena (eg, fast …

Infrastructure-as-a-Service cloud providers offer diverse purchasing options and pricing
plans, namely on-demand, reservation, and spot market plans. This allows them to efficiently …

To reduce the computational complexity of large-scale network simulation, one needs to
distinguish foreground traffic generated by the target applications one intends to study from …

With the rapid proliferation of data centers, their energy consumption and green house gas
emissions have significantly increased. Some efforts have been made to control and lower …

The prediction of traffic matrices (TM) is critical for many IP network management tasks. With
the recent development of high-speed traffic measurement technologies, complete TM could …

In the digital age, data are collected in unprecedented volumes on a plethora of networks.
These data provide opportunities to develop our understanding of network processes by …

CLOUD computing has introduced a major shift in the IT delivery model by offering
computing resources for hosting applications as a utility. This helps businesses and …

With the growing popularity of smart phones and the rapid development of Internet, the
traditional network management system cannot adapt itself to the requirement intelligently. If …