Programmable data plane technologies enable the systematic reconfiguration of the low-
level processing steps applied to network packets and are key drivers toward realizing the …

With the growth of network applications such as 5G and artificial intelligence, network
security techniques, ie, the techniques that detect various attacks (eg, well-known denial-of …

Due to the intrinsically inefficient service provisioning in traditional networks, Network
Function Virtualization (NFV) keeps gaining attention from both industry and academia. By …

Network Functions (NFs) perform on-path processing of network traffic. ISPs are deploying
NF Virtualization (NFV) with software NFs run on commodity servers. ISPs aim to ensure that …

Data flow graphs are a popular program representation in machine learning, big data
analytics, signal processing, and, increasingly, networking, where graph nodes correspond …

By leveraging standard IT virtualization technology and Commercial-Off-The-Shelf (COTS)
servers, Network Function Virtualization (NFV) decouples network functions from proprietary …

In a Network Function Virtualization (NFV) system, network functions (NFs) are implemented
on general-purpose hardware, including CPU, GPU, and FPGA. Studies have shown that …

GPUs are known to benefit structured applications with ample parallelism, such as deep
learning in a datacenter. Recently, GPUs have shown promise for irregular streaming …

Network function virtualization allows network functions to be implemented and managed
flexibly as a service function chain (SFC) in the data plane to process flows. However …

Network Function Virtualization (NFV) enables network functions to run on general-purpose
servers, thus alleviates the reliance on dedicated hardware and significantly improves the …