• Title/Summary/Keyword: SDN(: Software-Defined Network)

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Introducing Network Situation Awareness into Software Defined Wireless Networks

  • Zhao, Xing;Lei, Tao;Lu, Zhaoming;Wen, Xiangming;Jiang, Shan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.12 no.3
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    • pp.1063-1082
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    • 2018
  • The concept of SDN (Software Defined Networking) endows the network with programmability and significantly improves the flexibility and extensibility of networks. Currently a plenty of research works on introducing SDN into wireless networks. Most of them focus on the innovation of the SDN based architectures but few consider how to realize the global perception of the network through the controller. In order to address this problem, a software defined carrier grade Wi-Fi framework called SWAN, is proposed firstly. Then based on the proposed SWAN architecture, a blueprint of introducing the traditional NSA (Network Situation Awareness) into SWAN is proposed and described in detail. Through perceiving various network data by a decentralized architecture and making comprehension and prediction on the perceived data, the proposed blueprint endows the controllers with the capability to aware of the current network situation and predict the near future situation. Meanwhile, the extensibility of the proposed blueprint makes it a universal solution for software defined wireless networks SDWNs rather than just for one case. Then we further research one typical use case of proposed NSA blueprint: network performance awareness (NPA). The subsequent comparison with other methods and result analysis not only well prove the effectiveness of proposed NPA but further provide a strong proof of the feasibility of proposed NSA blueprint.

A reinforcement learning-based network path planning scheme for SDN in multi-access edge computing

  • MinJung Kim;Ducsun Lim
    • International journal of advanced smart convergence
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    • v.13 no.2
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    • pp.16-24
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    • 2024
  • With an increase in the relevance of next-generation integrated networking environments, the need to effectively utilize advanced networking techniques also increases. Specifically, integrating Software-Defined Networking (SDN) with Multi-access Edge Computing (MEC) is critical for enhancing network flexibility and addressing challenges such as security vulnerabilities and complex network management. SDN enhances operational flexibility by separating the control and data planes, introducing management complexities. This paper proposes a reinforcement learning-based network path optimization strategy within SDN environments to maximize performance, minimize latency, and optimize resource usage in MEC settings. The proposed Enhanced Proximal Policy Optimization (PPO)-based scheme effectively selects optimal routing paths in dynamic conditions, reducing average delay times to about 60 ms and lowering energy consumption. As the proposed method outperforms conventional schemes, it poses significant practical applications.

Review on Software-Defined Vehicular Networks (SDVN)

  • Mohammed, Badiea Abdulkarem
    • International Journal of Computer Science & Network Security
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    • v.22 no.9
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    • pp.376-388
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    • 2022
  • The expansion of new applications and business models is being significantly fueled by the development of Fifth Generation (5G) networks, which are becoming more widely accessible. The creation of the newest intelligent vehicular networks and applications is made possible by the use of Vehicular Ad hoc Networks (VANETs) and Software Defined Networking (SDN). Researchers have been concentrating on the integration of SDN and VANET in recent years, and they have examined a variety of issues connected to the architecture, the advantages of software-defined VANET services, and the new features that can be added to them. However, the overall architecture's security and robustness are still in doubt and have received little attention. Furthermore, new security threats and vulnerabilities are brought about by the deployment and integration of novel entities and a number of architectural components. In this study, we comprehensively examine the good and negative effects of the most recent SDN-enabled vehicular network topologies, focusing on security and privacy. We examine various security flaws and attacks based on the existing SDVN architecture. Finally, a thorough discussion of the unresolved concerns and potential future study directions is provided.

Software-Defined Vehicular Networks (SDVN)

  • Al-Mekhlafi, Zeyad Ghaleb
    • International Journal of Computer Science & Network Security
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    • v.22 no.9
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    • pp.231-243
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    • 2022
  • The expansion of new applications and business models is being significantly fueled by the development of Fifth Generation (5G) networks, which are becoming more widely accessible. The creation of the newest intelligent vehicular net- works and applications is made possible by the use of Vehicular Ad hoc Networks (VANETs) and Software Defined Networking (SDN). Researchers have been concentrating on the integration of SDN and VANET in recent years, and they have examined a variety of issues connected to the architecture, the advantages of software defined VANET services, and the new features that can be added to them. However, the overall architecture's security and robustness are still in doubt and have received little attention. Furthermore, new security threats and vulnerabilities are brought about by the deployment and integration of novel entities and several architectural components. In this study, we comprehensively examine the good and negative effects of the most recent SDN-enabled vehicular network topologies, focusing on security and privacy. We examine various security flaws and attacks based on the existing SDVN architecture. Finally, a thorough discussion of the unresolved concerns and potential future study directions is provided.

Toward manageable middleboxes in software-defined networking

  • Zadkhosh, Ehsan;Bahramgiri, Hossein;Sabaei, Masoud
    • ETRI Journal
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    • v.42 no.2
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    • pp.186-195
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    • 2020
  • Software-defined networking (SDN) acts as a centralized management unit, especially in a network with devices that operate under the transport layer of the OSI model. However, when a network with layer 7 middleboxes (MBs) is considered, current SDNs exhibit limitations. As such, to achieve a real-centralized management unit, a new architecture is required that decouples the data and control planes of all network devices. In this report, we propose such a complementary architecture to the current SDN in which SDN-enabled MBs are included along with contemporary SDN-enabled switches. The management unit of this architecture improves network performance and reduces routing cost by considering the status of the MBs during flow forwarding. This unit consists of the following two parts: an SDN controller (SDNC) and a middlebox controller (MBC). The latter selects the best MBs for each flow and the former determines the best path according to its routing algorithm and provides information via the MBC. The results show that the proposed architecture improved performance because the utilization of all network devices including MBs is manageable.

SDN-Based Packet-Forwarding and Delay Minimization Algorithm for Efficient Utilization of Network Resources and Delay Minimization (네트워크 자원의 효율적인 사용과 지연을 최소화하기 위한 SDN 기반 서비스별 패킷 전송 및 지연 최소화 알고리즘)

  • Son, Jaehyeok;Hong, ChoongSeon
    • KIISE Transactions on Computing Practices
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    • v.21 no.11
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    • pp.727-732
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    • 2015
  • These days, many researchers are working on Future Internet and a new networking paradigm called Software Defined Networking draws a great attention. In this paper, we redefine Software Defined Networking as Service Defined Networking which means that packets are categorized according to types of services. By using Service Defined Networking, we are not only dealing with the way to utilize the network resources efficiently but we also propose an algorithm to minimize the waiting time for packets to be delivered. This proposed algorithm can solve the delay problem, one of the most significant problems caused by network congestion. Also, since we are adopting Service Defined Networking, network resource utilization can be improved compared to the existing network.

An Operations and Management Framework for The Integrated Software Defined Network Environment (소프트웨어 정의 네트워크 통합 운영 및 관리 프레임워크)

  • Kim, Dongkyun;Gil, Joon-Min
    • Journal of Digital Contents Society
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    • v.14 no.4
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    • pp.557-564
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    • 2013
  • An important research challenge about the traditional Internet environment is to enable open networking architecture on which end users are able to innovate the Internet based on the technologies of network programmability, virtualization, and federation. The SDN (Software Defined Network) technology that includes OpenFlow protocol specifications, is suggested as a major driver for the open networking architecture, and is closely coupled with the classical Internet (non-SDN). Therefore, it is very important to keep the integrated SDN and non-SDN network infrastructure reliable from the view point of network operators and engineers. Under this background, this paper proposes an operations and management framework for the combined software defined network environment across not only a single-domain network, but also multi-domain networks. The suggested framework is designed to allow SDN controllers and DvNOC systems to interact with each other to achieve sustainable end-to-end user-oriented SDN and non-SDN integrated network environment. Plus, the proposed scheme is designed to apply enhanced functionalities on DvNOC to support four major network failure scenarios over the combined network infrastructure, mainly derived from SDN controllers, SDN devices, and the connected network paths.

A Survey on Network Attack Detection Techniques Based Software-Defined Network (SDN 기반 네트워크 공격 탐지 기법에 대한 동향 연구)

  • Hong, Ji-Hoon;Jung, Jun-Kwon;Chung, Tai-Myoung
    • Proceedings of the Korea Information Processing Society Conference
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    • 2014.04a
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    • pp.506-509
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    • 2014
  • 최근 클라우드 서비스의 발전으로 인해 네트워크 트래픽이 폭발적으로 증가함에 따라 네트워크를 보다 효율적으로 관리하는 방법들에 대한 필요성이 제기되었고 해결책으로 소프트웨어 정의 네트워크(Software-Defined Network: SDN)가 제안되었다. 네트워크 구조가 기존보다 효율적인 SDN으로 변화함에 따라 보안 기술들도 함께 변화하고 있는데 본 논문에서는 보안 기술들 중 SDN을 이용한 네트워크 공격 탐지 기법들을 패킷 분석 기반과 임계값 기반으로 분류하고 보안성과 자원 사용에 대한 효율성 측면에서 분석하였다. 본 논문의 분석 결과를 통해 앞으로의 SDN 기반 네트워크 공격 탐지 기법들의 연구 방향을 제시하고 향후 새로운 SDN 기반 네트워크 공격 탐지 기법 연구와 탐지 시스템 구현에 기틀을 마련한다.

Trend of Software Defined Network (Software Defined Network 동향)

  • Oh, Changhyun;Kang, Jungho;Jun, Moon-Seog
    • Proceedings of the Korea Information Processing Society Conference
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    • 2016.10a
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    • pp.131-133
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    • 2016
  • 네트워크 분야는 20년 동안 동일한 형태의 구조를 유지하고 있어 현재 필요한 트래픽 제어와 환경변화에 대한 실시간처리가 불가능 하다. 이러한 문제점을 개선하기 위해 SDN의 도입이 요구된다. 본 논문은 SDN을 정의하고 어떤 방식으로 동작하는지 설명하며 SDN기술에 대한 벤더들의 동향을 알아보았다.

Deep Neural Network-Based Critical Packet Inspection for Improving Traffic Steering in Software-Defined IoT

  • Tam, Prohim;Math, Sa;Kim, Seokhoon
    • Journal of Internet Computing and Services
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    • v.22 no.6
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    • pp.1-8
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    • 2021
  • With the rapid growth of intelligent devices and communication technologies, 5G network environment has become more heterogeneous and complex in terms of service management and orchestration. 5G architecture requires supportive technologies to handle the existing challenges for improving the Quality of Service (QoS) and the Quality of Experience (QoE) performances. Among many challenges, traffic steering is one of the key elements which requires critically developing an optimal solution for smart guidance, control, and reliable system. Mobile edge computing (MEC), software-defined networking (SDN), network functions virtualization (NFV), and deep learning (DL) play essential roles to complementary develop a flexible computation and extensible flow rules management in this potential aspect. In this proposed system, an accurate flow recommendation, a centralized control, and a reliable distributed connectivity based on the inspection of packet condition are provided. With the system deployment, the packet is classified separately and recommended to request from the optimal destination with matched preferences and conditions. To evaluate the proposed scheme outperformance, a network simulator software was used to conduct and capture the end-to-end QoS performance metrics. SDN flow rules installation was experimented to illustrate the post control function corresponding to DL-based output. The intelligent steering for network communication traffic is cooperatively configured in SDN controller and NFV-orchestrator to lead a variety of beneficial factors for improving massive real-time Internet of Things (IoT) performance.