基本信息:
學會成員:ACM會員,中國計算機學會會員(CCF Member),江蘇省計算機學會會員
研究方向:雲計算,大數據,智能算法
招生:歡迎同學們申請2024級碩士研究生!!!
郵箱:shuangwang@seu.edu.cn
地址:bet356手机版唯一官网九龍湖校區計算機樓506
主頁(Homepage):ResearchGate
教育工作背景:
2022.01 至今 bet356手机版唯一官网, 講師
2020.11-2021.11 麥考瑞大學,澳大利亞 計算科學/研究助理
2019.11 –2020.11 麥考瑞大學,澳大利亞 計算科學/聯合培養博士
2015.09 –2020.12 bet356手机版唯一官网計算機學院(直博)計算機科學技術/博士
2011.09 –2015.06 南京農業大學理學院 信息與計算科學/學士
科研項目:
面向多重不确定請求的雲資源性能分析和智能調度。主持,2022.7-2025.6
元宇宙空間下的自主智能服務關鍵理論與方法研究。任務負責人,2023.1-2025.12
期刊論文:
[1] Shuang Wang, Xiaoping Li, Quan Z Sheng and Amin Beheshti. Performance Analysis and Optimization on Scheduling Stochastic Cloud Service Requests: A Survey, IEEE Transactions on Network and Service Management, 2022, doi: 10.1109/TNSM.2022.3181145.
[2]王爽, 李小平, 陳龍. 雲環境下随機請求性能分析綜述. 計算機學報, 45(6): 2022. (CCF A)
[3] Zhi-Zhong Liu,Quan Z. Sheng, Zhengxing Zhang, Xiaofei Xu, Dianhui Chu, Jian Yu and Shuang Wang. Accurate and reliable service recommendation based on bilateral perception in multi-access edge computing. IEEE Transactions on Services Computing, 2022, doi: 10.1109/TSC.2022.3155448 (CCF A).
[4]Shuang Wang, Xiaoping Li, Quan Z. Sheng, Ruben Ruiz, Jinquan Zhang and Amin Beheshti. Multi-Queue Request Scheduling for Profit Maximization in IaaS Clouds. IEEE Transactions on Parallel and Distributed Systems, vol.~32, no.~11, pp. 2838--2851, 2021. (CCF A)
[5]Haihua Gu, Xiaoping Li Muyao Liu and Shuang Wang. Scheduling method with adaptive learning for microservice workflows with hybrid resource provisioning. International Journal of Machine Learning and Cybernetics, 2021,12(10): 3037-3048.
[6] Shuang Wang, Xiaoping Li and Ruben Ruiz. Performance analysis for heterogeneous cloud servers using queueing theory. IEEE Transactions on Computers, vol.~69, no.~4, pp. 563--576, 2020. (CCF A)
會議論文:
[1]Jianchao Lu, Yuzhe Tian, Shuang Wang, Quan Z. Sheng, Xi Zheng. PearNet: A Perarson Correlation-based Graph Attention Network for Sleep Stage Recognition. DSAA 2022.
[2]Shuang Wang, Amin Beheshti, Yufei Wang, Jianchao Lu, Michael Sheng, Stephen Elbourn, Hamid Alinejad-Rokny and Elizabeth Galanis. Assessment2Vec: Learning Distributed Representations of Assessments to Reduce Instructors’ Workload in Marking Exams. Aritficial intelligence in Education 2021. Springer, Cham, 2021: 384-389.
[2] Amin Beheshti, Vahid Moraveji Hashemi and Shuang Wang. Towards Predictive Analytics in Mental Health Care. International Joint Conference on Neural Networks 2021. IEEE, 2021: 1-7.
[3]Shuang Wang, QuanZ. Sheng, Xiaoping Li, Adnan Mahmood and Yang Zhang. Energy Minimization for Cloud Services with Stochastic Requests. 18th International Conference on Service Oriented Computing(ICSOC 2020). Springer, Cham, 2020: 133-148.
[4]Yan Yan, Xin Gao, Adnan Mahmood, Yang Zhang, Shuang Wang and Quan Z. Sheng. An Arithmetic Differential Privacy Budget Allocation Method for the Partitioning and Publishing of Location Information. IEEE TrustCom 2020 , IEEE, 2020: 1395-1401.
[5] Michael Sheng, Jian Yu, Wei Emma Zhang, Shuang Wang, Xiaoping Li and Boualem Benatallah. Designing and Building Context-Aware Services: The ContextServ Project. Next-Gen Digital Services. A Retrospective and Roadmap for Service Computing of the Future: Essays Dedicated to Michael Papazoglou on the Occasion of His 65th Birthday and His Retirement, 138.
[6] Shuang Wang, Xiaoping Li, Ruben Ruiz and Yun Wang. Cost Minimization for Service Providers with Impatient Consumers in Cloud Computing. In 2019 IEEE 23rd International Conference on Computer Supported Cooperative Work in Design (CSCWD) 2019, pp. 374-379.
獲獎
[1] 2021江蘇省計算機學會優秀博士學位論文
[2] 2021年中國計算機學會服務計算優秀博士獎
[3]2022年江蘇省優秀博士學位論文
課程:
《多智能體系統》、《大數據處理,雙語》、《暑期課程:推薦系統》
碩士研究生在校(入學):
2023:劉逸博;高桉: 843287907@qq.com;黃鼎鑫: 980636336@qq.com;顧殿傑
2022: 張荷;徐浩南: xuhaonan@seu.edu.cn;韓磊磊;郭遠鵬: yp_guo@seu.edu.cn; 蔣修竹:xzjiang@seu.edu.cn
2021:袁子安:zian-yuan@seu.edu.cn;張易新:yxin_zhang@seu.edu.cn;殷蕭陽
指導(聯合指導)碩士畢業生去向:
2023: 伍家文(天翼雲)、張越囿(網易)、許靜雯(微軟)、杜鵬(阿裡菜鳥)。
發