… Topological Network Tra c Compression framework, which is divided into the following three
primary modules: 2.1 Topology … necessarily rely on the physical network topology; instead, it …

… traffic storage in today’s Internet Service Providers (ISP) networks[1], and set the target to
compress … This is what motivated us to choose ISP Traffic Compression for testing our proposed …

… an optimal traffic network structure for resisting traffic congestion with different volumes of
traffic. For … (UE) which ensures the flow balance on traffic systems. Our finding is that an optimal …

… of packet forwarding to achieve a better traffic and energy balance. In our CS validation, we
have adopted and deployed the Routing Topology Recovery (RTR) scheme proposed by Liu …

… topology since routes are naturally graphs. In this article, we propose a … on topological
GCN solution for predicting the traffic density in urban areas that potentially suffer from the traffic …

… from network traffic, we study universal compression with side … compression of finite-length
sequences (up to hundreds of kilobytes) fundamentally suffers from a significant compression …

… By simulating the relationship between the congestion factor and traffic flows, we attempt
to find the optimal topology, which is prone to resisting congestion and bearing the maximum …

… network traffic matrix, by combining certain flow traffic models and a priori information such
as link loads, routing configuration, and network topology—… matrices for compressed sensing …

… Network (STGNN) to extract the topological features in both temporal and spatial dimensions
and a Graph Matching Network (GMN)-based topology compression … )-based sudden traffic …

… topology details, which are critical to traffic pattern analysis and discovery. In this paper, we
introduce a new graph simplification method to the network traffic … the social network research …