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[Author] Zhiqiang LIU(3hit)

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  • Towards Blockchain-Based Software-Defined Networking: Security Challenges and Solutions

    Wenjuan LI  Weizhi MENG  Zhiqiang LIU  Man-Ho AU  

     
    INVITED PAPER

      Pubricized:
    2019/11/08
      Vol:
    E103-D No:2
      Page(s):
    196-203

    Software-Defined Networking (SDN) enables flexible deployment and innovation of new networking applications by decoupling and abstracting the control and data planes. It has radically changed the concept and way of building and managing networked systems, and reduced the barriers to entry for new players in the service markets. It is considered to be a promising solution providing the scale and versatility necessary for IoT. However, SDN may also face many challenges, i.e., the centralized control plane would be a single point of failure. With the advent of blockchain technology, blockchain-based SDN has become an emerging architecture for securing a distributed network environment. Motivated by this, in this work, we summarize the generic framework of blockchain-based SDN, discuss security challenges and relevant solutions, and provide insights on the future development in this field.

  • A Formal Model to Enforce Trustworthiness Requirements in Service Composition

    Ning FU  Yingfeng ZHANG  Lijun SHAN  Zhiqiang LIU  Han PENG  

     
    PAPER-Software System

      Pubricized:
    2017/06/20
      Vol:
    E100-D No:9
      Page(s):
    2056-2067

    With the in-depth development of service computing, it has become clear that when constructing service applications in an open dynamic network environment, greater attention must be paid to trustworthiness under the premise of functions' realization. Trustworthy computing requires theories for business process modeling in terms of both behavior and trustworthiness. In this paper, a calculus for ensuring the satisfaction of trustworthiness requirements in service-oriented systems is proposed. We investigate a calculus called QPi, for representing both the behavior and the trustworthiness property of concurrent systems. QPi is the combination of pi-calculus and a constraint semiring, which has a feature when problems with multi-dimensional properties must be tackled. The concept of the quantified bisimulation of processes provides us a measure of the degree of equivalence of processes based on the bisimulation distance. The QPi related properties of bisimulation and bisimilarity are also discussed. A specific modeling example is given to illustrate the effectiveness of the algebraic method.

  • Color-to-Gray Conversion Method Considering Contrasts in Color Image

    Shi BAO  Zhiqiang LIU  Go TANAKA  

     
    LETTER-Image

      Vol:
    E101-A No:11
      Page(s):
    1849-1853

    A new projection-based color-to-gray conversion method is proposed in this letter. In the proposed method, an objective function which considers color contrasts in an input image is defined. Projection coefficients are determined by minimizing the objective function. Experimental results show the validity of the proposed method.