Internet outages are inevitable, frequent, opaque, and expensive. To make things worse,
they are poorly understood, while a deep understanding of them is essential for …

Detecting anomalous traffic is a crucial part of managing IP networks. In recent years,
network-wide anomaly detection based on Principal Component Analysis (PCA) has …

Many basic network engineering tasks (eg, traffic engineering, capacity planning, anomaly
detection) rely heavily on the availability and accuracy of traffic matrices. However, in …

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 …

Affected by hardware and wireless conditions in WSNs, raw sensory data usually have
notable data loss and corruption. Existing studies mainly consider the interpolation of …

TCP throughput prediction is an important capability in wide area overlay and multi-homed
networks where multiple paths may exist between data sources and receivers. In this paper …

The importance of border gateway protocol (BGP) as the primary interautonomous system
(AS) routing protocol that maintains the connectivity of the Internet imposes stringent stability …

Detecting anomalous BGP-route advertisements is crucial for improving the security and
robustness of the Internet's interdomain-routing system. In this paper, we propose an …

Leveraging innovations in Machine Learning (ML) research is of great current interest to
researchers across the sciences, including networking research. However, using ML for …

Owing to the inter-domain aspects of BGP routing, it is difficult to correlate information across
multiple domains in order to analyze the root cause of the routing outages. We present BGP …