Networks have dramatically changed our daily life and infiltrated all aspects of human
society. At the same time when we enjoy the convenience and benefits brought by the …

Per-flow traffic measurement, which is to count the number of packets for each active flow
during a certain measurement period, has many applications in traffic engineering …

Traffic measurement provides critical real-world data for service providers and network
administrators to perform capacity planning, accounting and billing, anomaly detection, and …

Knowledge of the largest traffic ows in a network is important for many network management
applications. The problem of finding these ows is known as the heavy-hitter problem and …

Traffic measurement provides critical real-world data for service providers and network
administrators to perform capacity planning, accounting and billing, anomaly detection, and …

Per-flow traffic measurement is a fundamental problem in the era of big network data, and
has been widely used in many applications, including capacity planning, anomaly detection …

Super spreader identification has a lot of applications in network management and security
monitoring. It is a more difficult problem than heavy hitter identification because flow spread …

Abusive traffic caused by worms is increasing severely in the Internet. In many cases, worm-
infected hosts generate a huge number of flows of small size during a short time. To …

Complex science workflows involve very large data demands and resource-intensive
computations. These demands need reliable high-speed networks, that can optimize …

We have recently seen an increasing number of attacks that are distributed, and span an
entire wide area network (WAN). Today, typically, intrusion detection systems (IDSs) are …