The demand for machine learning (ML) has increased significantly in recent decades,
enabling several applications, such as speech recognition, computer vision, and …

Ensuring the correctness of programmable data planes is important. Testing offers
comprehensive correctness checking, including detecting both code bugs and non-code …

SmartNICs have become an indispensable communication fabric and computing substrate
in today's data centers and enterprise clusters, providing in-network computing capabilities …

Programmable networks are enabling a new class of applications that leverage the line-rate
processing capability and on-chip register memory of the switch data plane. Yet the status …

The latest generation of 5G telecommunication networks are expected to provide high
throughput and low latency while catering to diverse applications like mobile broadband …

Despite decades of mitigation efforts, SYN flooding attacks continue to increase in frequency
and scale, and adaptive adversaries continue to evolve. Meanwhile, volumes of benign …

In network function virtualization (NFV), network functions (NFs) are chained as a service
function chain (SFC) to enhance NF management with low cost and high flexibility. Recent …

For security, isolation, metering and other purposes, public clouds today implement complex
network functions at every server. Today's implementations, in software or on FPGAs and …

Many existing fault diagnosis methods based on deep learning (DL) require numerous fault
samples to train the diagnosis model. However, in industrial applications, rotating machines …

Programmable networks have received tremendous attention recently. Apart from exciting
network innovations, in-network computing has been explored as a means to accelerate a …