The end of Moore's Law and Dennard Scaling has slowed processor improvements in the
past decade. While multi-core processors have improved performance, they are limited by …

Online services are decomposed into fine-grained software components that communicate
over the network using fine-grained Remote Procedure Calls (RPCs). Inter-server …

Designing networked systems that take best advantage of heterogeneous dataplanes-eg,
dividing packet processing across both a PISA switch and an x86 CPU-can improve …

The intrusion detection schemes (IDSs) based on the Gradient Boosting Decision Tree
(GBDT) face three problems: unbalanced training data distribution, large dimensionality of …

Many researchers are turning to SmartNIC offloads to improve the performance of high-
performance networked systems. In this editorial, I discuss why SmartNICs are an especially …

Internet of Things (IoT) gateways integrate various sensors and compute initial decisions
before transmitting data to the cloud for further processing. As the functions they need to …

Currently, with the increasing popularity of high-speed network, in order to protect the
network environment, more and more companies start to explore how to efficiently detect …

Regular pattern matching is pervasive in applications such as text processing, malware
detection, network security, and bioinformatics. Recent studies have demonstrated …

FPGAs have traditionally been successful in accelerating stream processing applications
where the amount and type of work performed on each record—eg, image, packet—do not …

Regular expression matching is the core function of various network security applications
such as network intrusion detection systems. With the network bandwidth increases, it is a …