Minimum cost multi-path parallel transmission with delay constraint by extending openflow

Qin, Kuangyu; Huang, Chuanhe; Ganesan, Nithya; Liu, Kewei; Chen, Xi

doi:10.1109/cc.2018.8331988

Cited by 6 publications

(2 citation statements)

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“…When a flow is terminated, its statistics will be removed, and new flow could consume the memory. This issue is solved by using an ageing technique [47]. In this paper we are using Open flow provided information as flow attributes to reduce the intrusion detection time.…”

Section: Selection Of Flow Match Fields and Attributesmentioning

confidence: 99%

Statistical Analysis Based Intrusion Detection System for Ultra-High-Speed Software Defined Network

Naqash

Shah

Islam

2021

Int J Parallel Prog

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Internet users and internet services are increasing day by day, which increases the internet traffic from zeta-bytes to petabytes with ultra-high-speed. Different types of architecture are implemented to handle high-speed data traffic. The two layers approach of the Software-Defined Network (SDN) architecture converts classical network architecture to consistent, centralized controllable network architecture with programming ability. On the other hand, network security is still the main concern for the network administrator and detection of malicious internet packets in ultra-high-speed traffic of the programmable network. Therefore, in this paper, we proposed a Statistical Analysis Based Intrusion Detection System (SABIDS) by using Machine Learning (ML) approach. The key idea is to implement the SABIDS inside the (RYU) controller that will statistically analyse the high-speed internet traffic flows and block the identified packet generator IP automatically. The SABIDS scheme consists of 3 modules, (1) fetch the runtime flow statistics, (2) Identify the nature of the flow by statistical and pattern match techniques, (3) Block the malicious flow's source IP. Different types of ML classifiers are used to evaluate the performance of the scheme. This scheme enables the SDN controller to detect malicious traffic and avoid potential losses like system failure or risk of being an attack.

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Section: Selection Of Flow Match Fields and Attributesmentioning

confidence: 99%

Statistical Analysis Based Intrusion Detection System for Ultra-High-Speed Software Defined Network

Naqash

Shah

Islam

2021

Int J Parallel Prog

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“…C Ramiro et al [23] proposes two practical parallel approaches of the subspace marginalization with interference suppression detector for large MIMO systems. Qin K et al [24] proposes a flow splitting algorithm, which splits a data flow to multiple sub-flows by extending the open-flow protocol in SDN. A multiple-path routing algorithm is also proposed to implement the multi-path parallel transmission in the paper.…”

Section: Introductionmentioning

confidence: 99%

Parallel Transmission of Distributed Sensor Based on SCTP and TCP for Heterogeneous Wireless Networks in IoT

Sun

Xing

et al. 2019

Sensors

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Sensors in the Internet of Things (IoT) generate large amounts of data, which requires high-speed data transmission. In order to achieve the parallel transmissions of the wireless sensor network on the transmission layer, the performance of stream control transmission protocol (SCTP) and transmission control protocol (TCP) in the wireless sensor network under different packet error rates was simulated and compared. A dynamic multipath handover method for SCTP (MS-SCTP) was proposed to improve the transmission performance, which selects the transmission path according to the packet error rate and the retransmission ratio in the sender’s buffer. The TCP and SCTP protocol switching method (TCP-SCTP) was proposed to detect the current network traffic and adjust the MS-SCTP or TCP method. Analysis and simulation results show that MS-SCTP and TCP-SCTP could improve network throughput and reduce packet loss rate. MS-SCTP and TCP-SCTP can be combined with other technologies and channel allocation algorithms to improve network traffic.

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Improving Resources Management in Network Virtualization by Utilizing a Software-Based Network

Javadpour

2019

Wireless Pers Commun

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Minimum cost multi-path parallel transmission with delay constraint by extending openflow

Cited by 6 publications

References 0 publications

Statistical Analysis Based Intrusion Detection System for Ultra-High-Speed Software Defined Network

Statistical Analysis Based Intrusion Detection System for Ultra-High-Speed Software Defined Network

Parallel Transmission of Distributed Sensor Based on SCTP and TCP for Heterogeneous Wireless Networks in IoT

Improving Resources Management in Network Virtualization by Utilizing a Software-Based Network

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