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An approach to enhance packet classification performance of software-defined network using deep learning

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0 Published in 2019 at "Soft Computing"

DOI: 10.1007/s00500-019-03975-8

Abstract: AbstractPacket classification in software-defined network has become more important with the rapid growth of Internet. Existing approaches focused on the data structure algorithms to classify the packets. But the existing algorithms lead to the problem… read more here.

Keywords: performance; software defined; packet classification; classification ... See more keywords

Many Field Packet Classification with Decomposition and Reinforcement Learning

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1 Published in 2022 at "IET Networks"

DOI: 10.1049/ntw2.12038

Abstract: Scalable packet classification is a key requirement to support scalable network applications like firewalls, intrusion detection, and differentiated services. With ever increasing in the line-rate in core networks, it becomes a great challenge to design… read more here.

Keywords: packet classification; decomposition; reinforcement learning; packet ... See more keywords

MpFPC–A Parallelization Method for Fast Packet Classification

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1 Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3165157

Abstract: Packet classification is the core technology of network layer and an important means to ensure the security of network system. With the rapid development of network technology, higher requirements are put forward for the speed… read more here.

Keywords: classification; packet classification; parallelization method; method fast ... See more keywords

A Parallel and Updatable Architecture for FPGA-Based Packet Classification With Large-Scale Rule Sets

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2 Published in 2023 at "IEEE Micro"

DOI: 10.1109/mm.2023.3238012

Abstract: As a programmable hardware, field-programmable gate array (FPGA) provides more opportunities for algorithmic network packet classification. Despite more than 10 years of research, the most actively investigated pipeline architectures still struggle to support fast rule… read more here.

Keywords: scale rule; rule; classification; packet classification ... See more keywords

A Sorted-Partitioning Approach to Fast and Scalable Dynamic Packet Classification

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0 Published in 2018 at "IEEE/ACM Transactions on Networking"

DOI: 10.1109/tnet.2018.2852710

Abstract: The advent of software-defined networking (SDN) leads to two key challenges for packet classification on the dramatically increased dynamism and dimensionality. Although packet classification is a well-studied problem, no existing solution satisfies these new requirements… read more here.

Keywords: classification; dimensionality; speed; packet classification ... See more keywords

ClassBench-ng: Benchmarking Packet Classification Algorithms in the OpenFlow Era

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1 Published in 2022 at "IEEE/ACM Transactions on Networking"

DOI: 10.1109/tnet.2022.3155708

Abstract: Packet classification, i.e., 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 fields need to be… read more here.

Keywords: rule; classbench benchmarking; packet; packet classification ... See more keywords

A Learned Bloom Filter-Assisted Scheme for Packet Classification in Software-Defined Networking

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1 Published in 2022 at "IEEE Transactions on Network and Service Management"

DOI: 10.1109/tnsm.2022.3181063

Abstract: Traditional routing technologies based on a single IP address domain faces the challenge to meet the increasing demand for network services and security. Packet classification is a technique to differentiate multi-domain network traffic in a… read more here.

Keywords: classification; packet classification; bloom filter; packet ... See more keywords

High performance modified bit-vector based packet classification module on low-cost FPGA

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0 Published in 2021 at "International Journal of Electrical and Computer Engineering"

DOI: 10.11591/ijece.v11i5.pp3855-3863

Abstract: The packet classification plays a significant role in many network systems, which requires the incoming packets to be categorized into different flows and must take specific actions as per functional and application requirements. The network… read more here.

Keywords: performance modified; packet; packet classification; high performance ... See more keywords