Security of data is very important while providing communication either by the wired or
wireless medium. It is a very challenging issue in the world and the wireless mobile network …

Data recovery is a fundamental task for sparse network monitoring with a significant impact
on many downstream tasks, such as congestion control, network capacity planning, and …

Network inference refers to the process of extracting sensitive information from a network
without directly accessing it. This poses a significant threat to network security since it allows …

Accurate and current comprehension of network status is crucial for efficient network
management. Nevertheless, direct network measurement strategies entail substantial traffic …

Cloud storage is an essential and most demanding application for enterprise and private
use in today's communication. However, the data security over the distributed cloud …

As a tool to infer the internal state of a network that cannot be measured directly, network
tomography has been extensively studied under the assumption that the measurements …

网络诊断是一种高效且方便的通过端到端路径的性能测量来推断网络内部状态的方法,
在有线和无线网络的链路测量和故障定位中得到了广泛应用. 对网络诊断的4 …

It is vital to closely track the operation statuses of network-internal links. Accurate knowledge
of the operation statuses of network-internal links is vital for the management of many …

Network tomography is a powerful and convenient tool to infer the internal states of a
network via end-to-end path measurements. However, this article shows that when …

In the context of this dissertation, learning in network includes to two parts: learning about
network and learning over network. The former refers to applying network tomography to …