Enhancing the performance of flow classification in SDN-based intelligent vehicular networks

M Abbasi, H Rezaei, VG Menon, L Qi… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Intelligent vehicular networks converged with software-defined networking provides several
flow-based surveillance services to mobile applications on vehicular nodes. But, as the …

Packet classification based on the decision tree with information entropy

X Dong, M Qian, R Jiang - the Journal of Supercomputing, 2020 - Springer
Packet classification is indispensable for the next-generation routers targeting at the
complete integration of advanced networking capabilities, which include differentiated …

Classbench-ng: Recasting classbench after a decade of network evolution

J Matoušek, G Antichi, A Lučanský… - 2017 ACM/IEEE …, 2017 - ieeexplore.ieee.org
Internet evolution is driven by a continuous stream of new applications and users driving the
demand for services. To keep up with this, a never-stopping research has been transforming …

MBitCuts: optimal bit-level cutting in geometric space packet classification

M Abbasi, S Vesaghati Fazel, M Rafiee - The Journal of Supercomputing, 2020 - Springer
Packet classification is one of the main tasks of modern network processors. A challenging
problem in this regard is to use an algorithm that can classify packets at a high speed and …

PCMIgr: a fast packet classification method based on information gain ratio

Y Cheng, Q Shi - The Journal of Supercomputing, 2023 - Springer
To solve the problem of ambiguous attribute selection in existing decision tree classification
algorithms, a decision tree construction method based on information entropy, PCMIgr, is …

BitCuts: A fast packet classification algorithm using bit-level cutting

Z Liu, S Sun, H Zhu, J Gao, J Li - Computer Communications, 2017 - Elsevier
Packet classification is one of the fundamental techniques required by various network
management functionalities. As the state-of-the-art of software packet classification, decision …

Fast packet classification using recursive endpoint-cutting and bucket compression on FPGA

YK Chang, HC Chen - The Computer Journal, 2019 - academic.oup.com
Packet classification is one of the important functions in today's high-speed Internet routers.
Many existing FPGA-based approaches can achieve a high throughput but cannot …

ClassBench-ng: Benchmarking packet classification algorithms in the OpenFlow era

J Matoušek, A Lučanský, D Janeček… - IEEE/ACM …, 2022 - ieeexplore.ieee.org
Packet classification, ie, the process of categorizing packets into flows, is a first-class citizen
in any networking device. Every time a new packet has to be processed, one or more header …

Many-field packet classification for software-defined networking switches

CL Hsieh, N Weng - Proceedings of the 2016 Symposium on …, 2016 - dl.acm.org
Packet classification is a core problem for OpenFlow-based software-defined networking
switches, which required 38 packet header fields per flow to be examined against thousands …

Many‐field packet classification with decomposition and reinforcement learning

H Jamil, N Yang, N Weng - IET Networks, 2022 - Wiley Online Library
Scalable packet classification is a key requirement to support scalable network applications
such as firewalls, intrusion detection, and differentiated services. With the ever increasing …