[HTML][HTML] Applications and techniques for fast machine learning in science

AMC Deiana, N Tran, J Agar, M Blott… - Frontiers in big …, 2022 - frontiersin.org
In this community review report, we discuss applications and techniques for fast machine
learning (ML) in science—the concept of integrating powerful ML methods into the real-time …

A survey on the application of FPGAs for network infrastructure security

H Chen, Y Chen… - … Communications Surveys & …, 2010 - ieeexplore.ieee.org
Given the rapid evolution of attack methods and toolkits, software-based solutions to secure
the network infrastructure have become overburdened. The performance gap between the …

Hyperscan: A fast multi-pattern regex matcher for modern {CPUs}

X Wang, Y Hong, H Chang, KS Park… - … USENIX Symposium on …, 2019 - usenix.org
Regular expression matching serves as a key functionality of modern network security
applications. Unfortunately, it often becomes the performance bottleneck as it involves …

Kargus: a highly-scalable software-based intrusion detection system

MA Jamshed, J Lee, S Moon, I Yun, D Kim… - Proceedings of the …, 2012 - dl.acm.org
As high-speed networks are becoming commonplace, it is increasingly challenging to
prevent the attack attempts at the edge of the Internet. While many high-performance …

Accelerating pattern matching queries in hybrid CPU-FPGA architectures

D Sidler, Z István, M Owaida, G Alonso - Proceedings of the 2017 ACM …, 2017 - dl.acm.org
Taking advantage of recently released hybrid multicore architectures, such as the Intel's
Xeon+ FPGA machine, where the FPGA has coherent access to the main memory through …

[图书][B] The state of the art in intrusion prevention and detection

ASK Pathan - 2014 - api.taylorfrancis.com
Most of the security threats in various communications networks are posed by the illegitimate
entities that enter or intrude within the network perimeter, which could commonly be termed …

TimberWolf3. 2: A new standard cell placement and global routing package

C Sechen… - 23rd ACM/IEEE Design …, 1986 - ieeexplore.ieee.org
TimberWolf3. 2 is a new standard cell placement and global routing package. The
placement and global routing proceed over 3 distinct stages. The general combinatorial …

MIDeA: a multi-parallel intrusion detection architecture

G Vasiliadis, M Polychronakis, S Ioannidis - Proceedings of the 18th …, 2011 - dl.acm.org
Network intrusion detection systems are faced with the challenge of identifying diverse
attacks, in extremely high speed networks. For this reason, they must operate at multi …

Efficient regular expression evaluation: Theory to practice

M Becchi, P Crowley - Proceedings of the 4th ACM/IEEE Symposium on …, 2008 - dl.acm.org
Several algorithms and techniques have been proposed recently to accelerate regular
expression matching and enable deep packet inspection at line rate. This work aims to …

400 Gb/s programmable packet parsing on a single FPGA

M Attig, G Brebner - 2011 ACM/IEEE Seventh Symposium on …, 2011 - ieeexplore.ieee.org
Packet parsing is necessary at all points in the modern networking infrastructure, to support
packet classification and security functions, as well as for protocol implementation …