Abstract Software Defined Networking (SDN) is an emerging networking paradigm that
separates the network control plane from the data forwarding plane with the promise to …

Traffic engineering is an important mechanism for Internet network providers seeking to
optimize network performance and traffic delivery. Routing optimization plays a key role in …

Recently, much attention has been devoted to the question of whether/when traditional
network protocol design, which relies on the application of algorithmic insights by human …

Recently, deep learning has appeared as a breakthrough machine learning technique for
various areas in computer science as well as other disciplines. However, the application of …

Software Defined Networking is a new networking paradigm that separates the network
control plane from the packet forwarding plane and provides applications with an abstracted …

Traditional Traffic Engineering (TE) solutions can achieve the optimal or near-optimal
performance by rerouting as many flows as possible. However, they do not usually consider …

A matrix giving the traffic volumes between origin and destination in a network has
tremendously potential utility for network capacity planning and management. Unfortunately …

Traffic engineering involves adapting the routing of traffic to network conditions, with the joint
goals of good user performance and efficient use of network resources. We describe an …

Dynamic load balancing is a popular recent technique that protects ISP networks from
sudden congestion caused by load spikes or link failures. Dynamic load balancing …

Despite advances in measurement technology, it is still challenging to reliably compile large-
scale network datasets. For example, because of flaws in the measurement systems or …