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流追踪：一种软件定义网络中低开销的时延测量和路径追踪方法 Article

硕 汪,娇 张,韬 黄,江 刘,韵洁 刘,F. Richard YU

Frontiers of Information Technology & Electronic Engineering 2017, Volume 18, Issue 2,   Pages 206-219 doi: 10.1631/FITEE.1601280

Abstract: 为了针对不同的应用和流量提供服务质量保障和差异化服务，负载均衡和多优先级队列技术被广泛地应用于网络中。在传统网络中，网络管理员经常使用“traceroute”和“ping”工具来检测负载均衡机制或者服务质量策略是否正常工作。然而，由于这些工具并不被现有的OpenFlow交换机所支持，所以还不能够应用于软件定义网络中。此外，traceroute和ping依靠主动发送探测包来探测路径。基于此发现，我们提出了一套新的软件定义网络中的流追踪机制“FlowTrace”，利用它来追踪任意流量的转发路径以及测量数据流所经历的链路时延。该工具通过收集交换机的流表来计算流的转发路径。在获得流的真实转发路径后，我们提出了一种新的测量方法来测量不同流的网络时延。最后，实验结果显示我们设计的方法可以准确的找出流的真实转发路径并测量出不同种类流所经历的时延。

Keywords： 软件定义网络；网络检测；路径追踪    

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Enhancing the performance of futurewireless networks with software-defined networking Project supported by the US National Science Foundation (Nos. CNS-1247955 and CNS-1320664) and the Wireless Engineering Research and Education Center (WEREC) at Auburn University, Auburn, USA Review

Mingjie FENG,Shiwen MAO,Tao JIANG

Frontiers of Information Technology & Electronic Engineering 2016, Volume 17, Issue 7,   Pages 606-619 doi: 10.1631/FITEE.1500336

Abstract: To provide ubiquitous Internet access under the explosive increase of applications and data traffic, the current network architecture has become highly heterogeneous and complex, making network management a challenging task. To this end, software-defined networking (SDN) has been proposed as a promising solution. In the SDN architecture, the control plane and the data plane are decoupled, and the network infrastructures are abstracted and managed by a centralized controller. With SDN, efficient and flexible network control can be achieved, which potentially enhances network performance. To harvest the benefits of SDN in wireless networks, the software-defined wireless network (SDWN) architecture has been recently considered. In this paper, we first analyze the applications of SDN to different types of wireless networks. We then discuss several important technical aspects of performance enhancement in SDN-based wireless networks. Finally, we present possible future research directions of SDWN.

Keywords： Software-defined networking (SDN)     Software-defined wireless networks (SDWN)     OpenFlow     Performance enhancement    

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Novel architectures and security solutions of programmable software-defined networking: a comprehensive survey None

Shen WANG, Jun WU, Wu YANG, Long-hua GUO

Frontiers of Information Technology & Electronic Engineering 2018, Volume 19, Issue 12,   Pages 1500-1521 doi: 10.1631/FITEE.1800575

Abstract:

Nowadays, cyberspace has become a vital part of social infrastructure. With the rapid development of the scale of networks, applications and services have become enriched, and the bearing function of the underlying network devices (such as switches and routers) has also been extended. To promote the dynamics architecture, high-level security, and high quality of service of the network, control network architecture forward separation is a development trend of the networking technology. Currently, software-defined networking (SDN) is one of the most popular and promising technologies. In SDN, high-level strategies are deployed by the proprietary equipment, which is used to guide the data forwarding of the network equipment. This can reduce many complicated functions of the network equipment and improve the flexibility and operability of the implementation and deployment of new network technologies and protocols. However, this novel networking technology faces novel challenges in term of architecture and security. The aim of this study is to offer a comprehensive review of the state-of-the-art research on novel advances of programmable SDN, and to highlight what has been investigated and what remains to be addressed, particularly, in terms of architecture and security.

Keywords： Software-defined networking (SDN)     Security     Programmable    

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Special issue on future network: software-defined networking Editorial

Tao HUANG,F. Richard YU,Yun-jie LIU

Frontiers of Information Technology & Electronic Engineering 2016, Volume 17, Issue 7,   Pages 603-605 doi: 10.1631/FITEE.SDN2016

Abstract: 无

Keywords： 无    

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A preliminary version was presented at the 13th Wireless and Wired International Conference, Malaga, Spain, May 25–27, 2015 Article

Vignesh RENGANATHAN RAJA,Chung-Horng LUNG,Abhishek PANDEY,Guo-ming WEI,Anand SRINIVASAN

Frontiers of Information Technology & Electronic Engineering 2016, Volume 17, Issue 7,   Pages 682-700 doi: 10.1631/FITEE.1601135

Abstract: Software-defined networking (SDN) has received tremendous attention from both industry and academia. The centralized control plane in SDN has a global view of the network and can be used to provide more effective solutions for complex problems, such as traffic engineering. This study is motivated by recent advancement in SDN and increasing popularity of multicasting applications. We propose a technique to increase the resiliency of multicasting in SDN based on the subtree protection mechanism. Multicasting is a group communication technology, which uses the network infrastructure efficiently by sending the data only once from one or multiple sources to a group of receivers that share a common path. Multicasting applications, e.g., live video streaming and video conferencing, become popular, but they are delay-sensitive applications. Failures in an ongoing multicast session can cause packet losses and delay, which can significantly affect quality of service (QoS). In this study, we adapt a subtree-based technique to protect a multicast tree constructed for OpenFlow switches in SDN. The proposed algorithm can detect link or node failures from a multicast tree and then determines which part of the multicast tree requires changes in the flow table to recover from the failure. With a centralized controller in SDN, the backup paths can be created much more effectively in comparison to the signaling approach used in traditional multiprotocol label switching (MPLS) networks for backup paths, which makes the subtree-based protection mechanism feasible. We also implement a prototype of the algorithm in the POX controller and measure its performance by emulating failures in different tree topologies in Mininet.

Keywords： Software-defined networks (SDNs)     OpenFlow     Multicast tree     Protection     POX controller     Mininet     Multiprotocol label switching (MPLS)    

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Avideo conferencing system based on SDN-enabled SVCmulticast Project supported by the National Natural Science Foundation of China (Nos. 61573329 and 61233003), the Youth Innovation Promotion Association CAS, and the Fundamental Research Funds for the Central Universities, China Article

En-zhong YANG,Lin-kai ZHANG,Zhen YAO,Jian YANG

Frontiers of Information Technology & Electronic Engineering 2016, Volume 17, Issue 7,   Pages 672-681 doi: 10.1631/FITEE.1601087

Abstract: Current typical video conferencing connection is bridged by a multipoint control unit (MCU), which may cause large delay and communication bottleneck for the whole system. With the development of network technology, a video conferencing system can be implemented based on software-defined networking (SDN), which makes the service controllable and improves the scalability and flexibility. Additionally, a video encoding method called scalable video coding (SVC) can also help. In this paper, we propose a video conferencing architecture based on SDN-enabled SVC multicasting, which discards the traditional Internet group management protocol (IGMP) and MCU. The system implements SVC multicast streaming to satisfy different device capabilities of various conference terminals. The SDN controller is responsible for dynamically managing and controlling the layers of a video stream when a conference member faces network congestion. Also, a conference manager is designed to facilitate the management of the conference members. Experimental results show that our system can not only provide a flexible and controllable video delivery, but also reduce the network usage while guaranteeing the quality of service (QoS) of video conferencing.

Keywords： Software-defined networking (SDN)     Multicast     Scalable video coding     Video conferencing system    

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Flexible Resource Scheduling for Software-Defined Cloud Manufacturing with Edge Computing Article

Chen Yang,Fangyin Liao,Shulin Lan,Lihui Wang,Weiming Shen,George Q. Huang

Engineering 2023, Volume 22, Issue 3,   Pages 60-70 doi: 10.1016/j.eng.2021.08.022

Abstract:

This research focuses on the realization of rapid reconfiguration in a cloud manufacturing environment to enable flexible resource scheduling, fulfill the resource potential and respond to various changes. Therefore, this paper first proposes a new cloud and software-defined networking (SDN)-based manufacturing model named software-defined cloud manufacturing (SDCM), which transfers the control logic from automation hard resources to the software. This shift is of significance because the software can function as the “brain” of the manufacturing system and can be easily changed or updated to support fast system reconfiguration, operation, and evolution. Subsequently, edge computing is introduced to complement the cloud with computation and storage capabilities near the end things. Another key issue is to manage the critical network congestion caused by the transmission of a large amount of Internet of Things (IoT) data with different quality of service (QoS) values such as latency. Based on the virtualization and flexible networking ability of the SDCM, we formalize the time-sensitive data traffic control problem of a set of complex manufacturing tasks, considering subtask allocation and data routing path selection. To solve this optimization problem, an approach integrating the genetic algorithm (GA), Dijkstra’s shortest path algorithm, and a queuing algorithm is proposed. Results of experiments show that the proposed method can efficiently prevent network congestion and reduce the total communication latency in the SDCM.

Keywords： Cloud manufacturing     Edge computing     Software-defined networks     Industrial internet of things     Industry 4.0    

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Design and implementation of a novel enterprise network defense system bymaneuveringmulti-dimensional network properties None

Yang CHEN, Hong-chao HU, Guo-zhen CHENG

Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 2,   Pages 238-252 doi: 10.1631/FITEE.1800516

Abstract:

Although the perimeter security model works well enough when all internal hosts are credible, it is becoming increasingly difficult to enforce as companies adopt mobile and cloud technologies, i.e., the rise of bring your own device (BYOD). It is observed that advanced targeted cyber-attacks usually follow a cyber kill chain; for instance, advanced targeted attacks often rely on network scanning techniques to gather information about potential targets. In response to this attack method, we propose a novel approach, i.e., an “isolating and dynamic” cyber defense, which cuts these potential chains to reduce the cumulative availability of the gathered information. First, we build a zero-trust network environment through network isolation, and then multiple network properties are maneuvered so that the host characteristics and locations needed to identify vulnerabilities cannot be located. Second, we propose a software-defined proactive cyber defense solution (SPD) for enterprise networks and design a general framework to strategically maneuver the IP address, network port, domain name, and path, while limiting the performance impact on the benign network user. Third, we implement our SPD proof-of-concept system over a software-defined network controller (OpenDaylight). Finally, we build an experimental platform to verify the system’s ability to prevent scanning, eavesdropping, and denial-of-service attacks. The results suggest that our system can significantly reduce the availability of network reconnaissance scan information, block network eavesdropping, and sharply increase the cost of cyber-attacks.

Keywords： Intranet defense     Software-defined network     Multi-dimensional maneuvering    

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Asecure and high-performancemulti-controller architecture for software-defined networking Project supported by the National Natural Science Foundation of China (Nos. 61402357, 61272459, and 61402357), the China Postdoctoral Science Foundation (No. 2015M570835), the Fundamental Research Funds for the Central Universities, China, the Program for New Century Excellent Talents in University, and the CETC 54 Project (No. ITD-U14001/KX142600008) Article

Huan-zhao WANG,Peng ZHANG,Lei XIONG,Xin LIU,Cheng-chen HU

Frontiers of Information Technology & Electronic Engineering 2016, Volume 17, Issue 7,   Pages 634-646 doi: 10.1631/FITEE.1500321

Abstract: Controllers play a critical role in software-defined networking (SDN). However, existing singlecontroller SDN architectures are vulnerable to single-point failures, where a controller’s capacity can be saturated by flooded flow requests. In addition, due to the complicated interactions between applications and controllers, the flow setup latency is relatively large. To address the above security and performance issues of current SDN controllers, we propose distributed rule store (DRS), a new multi-controller architecture for SDNs. In DRS, the controller caches the flow rules calculated by applications, and distributes these rules to multiple controller instances. Each controller instance holds only a subset of all rules, and periodically checks the consistency of flow rules with each other. Requests from switches are distributed among multiple controllers, in order to mitigate controller capacity saturation attack. At the same time, when rules at one controller are maliciously modified, they can be detected and recovered in time. We implement DRS based on Floodlight and evaluate it with extensive emulation. The results show that DRS can effectively maintain a consistently distributed rule store, and at the same time can achieve a shorter flow setup time and a higher processing throughput, compared with ONOS and Floodlight.

Keywords： Software-defined networking (SDN)     Security     Multi-controller     Distributed rule store    

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Programmable Adaptive Security Scanning for Networked Microgrids Article

Zimin Jiang, Zefan Tang, Peng Zhang, Yanyuan Qin

Engineering 2021, Volume 7, Issue 8,   Pages 1087-1100 doi: 10.1016/j.eng.2021.06.007

Abstract:

Communication-dependent and software-based distributed energy resources (DERs) are extensively integrated into modern microgrids, providing extensive benefits such as increased distributed controllability, scalability, and observability. However, malicious cyber-attackers can exploit various potential vulnerabilities. In this study, a programmable adaptive security scanning (PASS) approach is presented to protect DER inverters against various power-bot attacks. Specifically, three different types of attacks, namely controller manipulation, replay, and injection attacks, are considered. This approach employs both software-defined networking technique and a novel coordinated detection method capable of enabling programmable and scalable networked microgrids (NMs) in an ultra-resilient, time-saving, and autonomous manner. The coordinated detection method efficiently identifies the location and type of power-bot attacks without disrupting normal NM operations. Extensive simulation results validate the efficacy and practicality of the PASS for securing NMs.

Keywords： Networked microgrids     Programmable adaptive security scanning     Coordinated detection     Software defined networking    

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1 Project supported by the National Natural Science Foundation of China (Nos. 61201209 and 61401499), the Natural Science Foundation of Shaanxi Province, China (No. 2015JM6340), and the Industrial Science and Technology Project of Shaanxi Province, China (No. 2016GY-087) Article

Shui-qing GONG,Jing CHEN,Qiao-yan KANG,Qing-wei MENG,Qing-chao ZHU,Si-yi ZHAO

Frontiers of Information Technology & Electronic Engineering 2016, Volume 17, Issue 7,   Pages 701-716 doi: 10.1631/FITEE.1500387

Abstract: Software-defined networking (SDN) enables the network virtualization through SDN hypervisors to share the underlying physical SDN network among multiple logically isolated virtual SDN networks (vSDNs), each with its own controller. The vSDN embedding, which refers to mapping a number of vSDNs to the same substrate SDN network, is a key problem in the SDN virtualization environment. However, due to the distinctions of the SDN, such as the logically centralized controller and different virtualization technologies, most of the existing embedding algorithms cannot be applied directly to SDN virtualization. In this paper, we consider controller placement and virtual network embedding as a joint vSDN embedding problem, and formulate it into an integer linear programming with objectives of minimizing the embedding cost and the controller-to-switch delay for each vSDN. Moreover, we propose a novel online vSDN embedding algorithm called CO-vSDNE, which consists of a node mapping stage and a link mapping stage. In the node mapping stage, CO-vSDNE maps the controller and the virtual nodes to the substrate nodes on the basis of the controller-to-switch delay and takes into account the subsequent link mapping at the same time. In the link mapping stage, CO-vSDNE adopts the -shortest path algorithm to map the virtual links. The evaluation results with simulation and Mininet emulation show that the proposed CO-vSDNE not only significantly increases the long-term revenue to the cost ratio and acceptance ratio while guaranteeing low average and maximum controller-to-switch delay, but also achieves good vSDN performance in terms of end-to-end delay and throughput.

Keywords： Software-defined networking (SDN)     Network virtualization     Controller placement     Virtual network embedding     Coordination    

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The Foundation of Aeronautical Intelligent Manufacturing—Software Definition to Innovate Industrial Paradigms

Ning Zhenbo

Strategic Study of CAE 2018, Volume 20, Issue 4,   Pages 85-89 doi: 10.15302/J-SSCAE-2018.04.014

Abstract:

Based on the latest Perspective article from Engineering, a journal of the Chinese Academy of Engineering, Toward New-Generation Intelligent Manufacturing, and combined with the evolutionary path of intelligent manufacturing in the aviation industry, this paper starts with the traditional human–physical systems (HPS), analyzes the transition from digital to intelligent development of the aircraft manufacturing industry, and expounds the transition of aircrafts from model-based digital definition to digital definition based on the cyber–physical systems (CPS). The new-generation intelligent manufacturing relies on the new-generation information technologies such as cloud technology, Internet of Things, mobile communication, big data, and artificial intelligence to achieve deep integration with humans, equipment, and materials, and its typical feature is the digital twin enabled by the digital thread.

Keywords： new-generation intelligent manufacturing     digital product definition     digital product assembly     integrated product team     model based definition     human–cyber–physical systems    

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A multipath routing algorithm for satellite networksbased on service demand and traffic awareness Research Article

Ziyang XING, Hui QI, Xiaoqiang DI, Jinyao LIU, Rui XU, Jing CHEN, Ligang CONG,dixiaoqiang@cust.edu.cn

Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 6,   Pages 844-858 doi: 10.1631/FITEE.2200507

Abstract: With the reduction in manufacturing and launch costs of low Earth orbit satellites and the advantages of large coverage and high data transmission rates, satellites have become an important part of data transmission in air-ground networks. However, due to the factors such as geographical location and people’s living habits, the differences in user’ demand for multimedia data will result in unbalanced network traffic, which may lead to network congestion and affect data transmission. In addition, in traditional transmission, the convergence of network information acquisition is slow and global network information cannot be collected in a fine-grained manner, which is not conducive to calculating optimal routes. The service quality requirements cannot be satisfied when multiple service requests are made. Based on the above, in this paper artificial intelligence technology is applied to the , and a software-defined network is used to obtain the global network information, perceive network traffic, develop comprehensive decisions online through , and update the optimal routing strategy in real time. Simulation results show that the proposed algorithm has good convergence performance and strong generalizability. Compared with traditional routing, the throughput is 8% higher, and the proposed method has load balancing characteristics.

Keywords： Software-defined network (SDN)     Quick user datagram protocol Internet connection (QUIC)     Reinforcement learning     Sketch     Multi-service demand     Satellite network    

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Networking Architecture and Slicing Technology of Space–Ground Cooperative Network Based on Full-Dimension Definability

Li Dan, Zhu Di, Shen Juan

Strategic Study of CAE 2021, Volume 23, Issue 2,   Pages 30-38 doi: 10.15302/J-SSCAE-2021.02.005

Abstract:

Future networks demand ubiquitous and interconnected information services in a full-dimensional space. However, the infrastructure and the deriving technology system of the existing satellite Internet still face unprecedented challenges in terms of heterogeneous collaboration, resource efficiency, precision on demand, stability, and reliability. In this article, we analyze the development demand for satellite Internet in China and discuss the development status and trend of satellite Internet worldwide. Subsequently, we elaborate on a typical space–ground cooperative networking architecture and full-dimension definable network nodes. Ultimately, we propose the key intelligent-slicing technologies for a space–ground cooperative network in terms of network intelligent slicing, data analysis and forwarding, and the resource coordination and control mechanism. Furthermore, a development route is proposed for the intelligent slicing technology. Breakthroughs should be made on key technologies such as the businesson-demand intelligent slicing, data analysis and forwarding with full-dimension definability, and the global source coordination and control technologies; these breakthroughs should rely on the space–ground cooperative network architecture and supported by technologies such as network resource management and control, network intelligence, and full-dimension definability of the network architecture. This will ultimately provide continuous impetus for the innovation of the global dynamic optimization technology of the space–ground cooperative network resources.

Keywords： space–ground cooperative network，intelligent network slicing，full-dimension definable，networking architecture and mechanism    

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Discoverymethod for distributed denial-of-service attack behavior inSDNs using a feature-pattern graphmodel Special Feature on Future Network-Research Article

Ya XIAO, Zhi-jie FAN, Amiya NAYAK, Cheng-xiang TAN

Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 9,   Pages 1195-1208 doi: 10.1631/FITEE.1800436

Abstract: The security threats to software-defined networks (SDNs) have become a significant problem, generally because of the open framework of SDNs. Among all the threats, distributed denial-of-service (DDoS) attacks can have a devastating impact on the network. We propose a method to discover DDoS attack behaviors in SDNs using a feature-pattern graph model. The feature-pattern graph model presented employs network patterns as nodes and similarity as weighted links; it can demonstrate not only the traffic header information but also the relationships among all the network patterns. The similarity between nodes is modeled by metric learning and the Mahalanobis distance. The proposed method can discover DDoS attacks using a graph-based neighborhood classification method; it is capable of automatically finding unknown attacks and is scalable by inserting new nodes to the graph model via local or global updates. Experiments on two datasets prove the feasibility of the proposed method for attack behavior discovery and graph update tasks, and demonstrate that the graph-based method to discover DDoS attack behaviors substantially outperforms the methods compared herein.

Keywords： Software-defined network     Distributed denial-of-service (DDoS)     Behavior discovery     Distance metric learning     Feature-pattern graph    

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Title Author Date Type Operation

流追踪：一种软件定义网络中低开销的时延测量和路径追踪方法

硕 汪,娇 张,韬 黄,江 刘,韵洁 刘,F. Richard YU

Journal Article

Enhancing the performance of futurewireless networks with software-defined networking Project supported by the US National Science Foundation (Nos. CNS-1247955 and CNS-1320664) and the Wireless Engineering Research and Education Center (WEREC) at Auburn University, Auburn, USA

Mingjie FENG,Shiwen MAO,Tao JIANG

Journal Article

Novel architectures and security solutions of programmable software-defined networking: a comprehensive survey

Shen WANG, Jun WU, Wu YANG, Long-hua GUO

Journal Article

Special issue on future network: software-defined networking

Tao HUANG,F. Richard YU,Yun-jie LIU

Journal Article

A preliminary version was presented at the 13th Wireless and Wired International Conference, Malaga, Spain, May 25–27, 2015

Vignesh RENGANATHAN RAJA,Chung-Horng LUNG,Abhishek PANDEY,Guo-ming WEI,Anand SRINIVASAN

Journal Article

Avideo conferencing system based on SDN-enabled SVCmulticast Project supported by the National Natural Science Foundation of China (Nos. 61573329 and 61233003), the Youth Innovation Promotion Association CAS, and the Fundamental Research Funds for the Central Universities, China

En-zhong YANG,Lin-kai ZHANG,Zhen YAO,Jian YANG

Journal Article

Flexible Resource Scheduling for Software-Defined Cloud Manufacturing with Edge Computing

Chen Yang,Fangyin Liao,Shulin Lan,Lihui Wang,Weiming Shen,George Q. Huang

Journal Article

Design and implementation of a novel enterprise network defense system bymaneuveringmulti-dimensional network properties

Yang CHEN, Hong-chao HU, Guo-zhen CHENG

Journal Article

Asecure and high-performancemulti-controller architecture for software-defined networking Project supported by the National Natural Science Foundation of China (Nos. 61402357, 61272459, and 61402357), the China Postdoctoral Science Foundation (No. 2015M570835), the Fundamental Research Funds for the Central Universities, China, the Program for New Century Excellent Talents in University, and the CETC 54 Project (No. ITD-U14001/KX142600008)

Huan-zhao WANG,Peng ZHANG,Lei XIONG,Xin LIU,Cheng-chen HU

Journal Article

Programmable Adaptive Security Scanning for Networked Microgrids

Zimin Jiang, Zefan Tang, Peng Zhang, Yanyuan Qin

Journal Article

1 Project supported by the National Natural Science Foundation of China (Nos. 61201209 and 61401499), the Natural Science Foundation of Shaanxi Province, China (No. 2015JM6340), and the Industrial Science and Technology Project of Shaanxi Province, China (No. 2016GY-087)

Shui-qing GONG,Jing CHEN,Qiao-yan KANG,Qing-wei MENG,Qing-chao ZHU,Si-yi ZHAO

Journal Article

The Foundation of Aeronautical Intelligent Manufacturing—Software Definition to Innovate Industrial Paradigms

Ning Zhenbo

Journal Article

A multipath routing algorithm for satellite networksbased on service demand and traffic awareness

Ziyang XING, Hui QI, Xiaoqiang DI, Jinyao LIU, Rui XU, Jing CHEN, Ligang CONG,dixiaoqiang@cust.edu.cn

Journal Article

Networking Architecture and Slicing Technology of Space–Ground Cooperative Network Based on Full-Dimension Definability

Li Dan, Zhu Di, Shen Juan

Journal Article

Discoverymethod for distributed denial-of-service attack behavior inSDNs using a feature-pattern graphmodel

Ya XIAO, Zhi-jie FAN, Amiya NAYAK, Cheng-xiang TAN

Journal Article