Enhancing the performance of flow classification in SDN-based intelligent vehicular networks
Intelligent vehicular networks converged with software-defined networking provides several
flow-based surveillance services to mobile applications on vehicular nodes. But, as the …
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 …
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 …
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
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 …
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 …
algorithms, a decision tree construction method based on information entropy, PCMIgr, is …
BitCuts: A fast packet classification algorithm using bit-level cutting
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 …
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 …
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 …
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 …
switches, which required 38 packet header fields per flow to be examined against thousands …
Many‐field packet classification with decomposition and reinforcement learning
Scalable packet classification is a key requirement to support scalable network applications
such as firewalls, intrusion detection, and differentiated services. With the ever increasing …
such as firewalls, intrusion detection, and differentiated services. With the ever increasing …