Wei Zhang

Dr. Wei Zhang


Research Focus & Metrics

Academic Career Length

12Years (2015-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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21 July 2023 in Expert Systems with Applications
Verified
Journal Article
Closed access
WYWenhui Ye
Wenhui Ye
WZWei Zhang
Wei Zhang
WLWeimin Lei
Weimin Lei
WZWenchao Zhang
Wenchao Zhang
XCXinyi Chen
Xinyi Chen
YWYanwen Wang
Yanwen Wang

24 October 2019
Verified
Book Chapter
Closed access
PDF file
SZSongyang Zhang
Songyang Zhang
WLWeimin Lei
Weimin Lei
WZWei Zhang
Wei Zhang
YGyunchong guan
yunchong guan

13 May 2020 in IEEE Access
Verified
Journal Article
Open access
WZWei Zhang
Wei Zhang
WLWeimin Lei
Weimin Lei
SZSongyang Zhang
Songyang Zhang
It is still a challenging task to provide satisfactory quality of experience (QoE) to users by traditional routing mechanism in current public Internet for real-time multimedia services with high bandwidth and strict end-to-end latency constraint. Multipath transmission is a promising way to improve the performance of data delivery, due to its advantage in bandwidth aggregation capacity over multiple paths to speed up high volume transfers between endpoints. However, existing multipath transmission has many disadvantages such as the requirements for end-host support (i.e. the necessary multi-homed network setting, and operating system or upper applications updates of user devices), and blindingly pursuing maximum of transmission throughput. Path allocation and end-to-end transmission control are two important factors affecting the quality of multipath transmission. As an emerging network architecture, software-defined networking (SDN) is flexible, manageable, and responsive to rapid changes in traffic requirements. In this paper, we propose a multipath transport scheme based on SDN with segment routing (SR) which can meet the bandwidth and low end-to-end transmission latency requirements of real-time interactive multimedia services. The centralized SDN controller is extended to allocate multiple disjoint paths meeting bandwidth requirement meanwhile balancing the network load. The proprietary multipath media server (MMS) dynamically controls the assignment between subflows and routing paths to reduce the end-to-end transmission latency and thus improve QoE of end-users. To show the feasibility of our approach, we construct an SDN platform using Mininet. Simulation results show that our approach performs better compared to the conventional approaches in terms of traffic balancing and end-to-end transmission delay.

16 October 2023 in Machine Vision and Applications
Verified
Journal Article
Closed access
PDF file
KJKai Ji
Kai Ji
WLWeimin Lei
Weimin Lei
WZWei Zhang
Wei Zhang

6 February 2026 in Expert Systems with Applications
Verified
Journal Article
Closed access
WYWenhui Ye
Wenhui Ye
WLWeimin Lei
Weimin Lei
WZWenchao Zhang
Wenchao Zhang
WZWei Zhang
Wei Zhang

7 July 2016 in SpringerPlus
Verified
Journal Article
Open access
PDF file
YBYing Bao
Ying Bao
WLWeimin Lei
Weimin Lei
WZWei Zhang
Wei Zhang
YZyuzhuo zhan
yuzhuo zhan
At present, to realize or improve the quality of experience (QoE) is a major goal for network media transmission service, and QoE evaluation is the basis for adjusting the transmission control mechanism. Therefore, a kind of QoE collaborative evaluation method based on fuzzy clustering heuristic algorithm is proposed in this paper, which is concentrated on service score calculation at the server side. The server side collects network transmission quality of service (QoS) parameter, node location data, and user expectation value from client feedback information. Then it manages the historical data in database through the “big data” process mode, and predicts user score according to heuristic rules. On this basis, it completes fuzzy clustering analysis, and generates service QoE score and management message, which will be finally fed back to clients. Besides, this paper mainly discussed service evaluation generative rules, heuristic evaluation rules and fuzzy clustering analysis methods, and presents service-based QoE evaluation processes. The simulation experiments have verified the effectiveness of QoE collaborative evaluation method based on fuzzy clustering heuristic rules.