Djigal Hamza
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职位:计算机科学与技术助理教授
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学院:理工学院
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办公室:CSMT(理工学院) 440
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邮箱:
Education background
October 2006- August 2009: B.S. in Mathematics
Cheikh Anta Diop University of Dakar, Senegal
October 2010- August 2011: Master in Algebra and Geometry Application (Specialty Cryptography), Cheikh Anta Diop University of Dakar, Senegal
September 2012-June 2014: M.S. in Software Engineering
Central China Normal University, Wuhan, China
Ph.D. in Computer Science and Technology
Hohai University, Nanjing, China
Courses teaching in WKU
Microcomputer Applications
Computer Programming
Biography (required for all faculty)
ACADEMIC EXPERIENCE
June 2021- June 2023: Postdoc Fellow in Computer Science and Technology, Jiangsu Key Laboratory of Big Data Security and Intelligent Processing, Nanjing University of Posts and Telecommunications
2014 – 2015: Lecturer in Mathematics and Java EE, Cheikh Anta Diop University of Dakar, Senegal
2020: Diploma accreditation and Computer Science Syllabus establishment at Dakar University of Science and Technology, Senegal
July 2018 – January 2019: JAVA JEE Architect at China Power Software, Nanjing, China
October 2012 – June 2014: Windows server 2008 R2 Administrator at Embassy of the Republic of Senegal in the People’s Republic of China
March 2014 – April 2014: E-commerce Project Manager at Guangdong Taozhenbao Technology Co., Ltd, Guangzhou
RESEARCH GRANTS AND SCHOLARSHIPS
January 2022 - December 2022: National Foreign Expert Program of China under grant QN2022014001.
Project titled: “Research on Reinforcement Learning-Based Offloading and scheduling Mechanisms in Multi-access Edge Computing”. Amount: 200,000.0 RMB ($29,000.0).
• September 2016 - July 2020: China Scholarship Council, Ph.D degree.
• September 2012 - July 2014: China Scholarship Council, Master degree.
Hobbies: Football, Documentary films
Research interests
My current research interests mainly include Distributed Systems, Cloud Computing, Mobile Edge Computing (MEC), and Deep Learning. Particularly, I am interested in algorithms development for resource management in MEC networks. My recent work mainly focuses on the following research issues:
• Parallel and Distributed Computing
• Cloud Computing Security
• Mobile Edge Computing (MEC)
• Machine and Deep Learning
• IoT Applications
• Resource Allocation in MEC networks.
• Scientific Workflow Management in Distributed Systems
• Task Offloading and Scheduling in MEC/Fog/Cloud
Selected Publications/scholarly and creative work
Hamza Djigal, Jia Xu, Linfeng Liu, and Yan Zhang, “Machine and Deep Learning for Resource Allocation in
Multi-Access Edge Computing: A Survey,” in IEEE Communications Surveys & Tutorials, 2022, doi: 10.1109/COMST.2022.3199544. (SCI Q1, IF =33.84)
• Hamza Djigal, Feng Jun, Jiamin Lu, and Jidong Ge, “IPPTS: An Efficient Algorithm for Scientific Workflow
Scheduling in Heterogeneous Computing Systems,” in IEEE Transactions on Parallel and Distributed Systems, vol. 32, no. 5, pp. 1057-1071, 1 May 2021, doi: 10.1109/TPDS.2020.3041829. (CCF A, SCI, IF 3.757).
• Hamza Djigal, Linfeng Liu, Jian Luo, and Jia Xu, “BUDA: Budget and Deadline Aware Scheduling Algorithm for Task Graphs in Heterogeneous Systems,” in IEEE/ACM International Symposium on Quality-of-Service 2022. (CCF B, EI, Scopus).
• Hamza Djigal, Jun Feng and Jiamin Lu, “Performance Evaluation of Security-Aware List Scheduling Algorithms in IaaS Cloud”, 2020, 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet
Computing (CCGRID), Melbourne, Australia, 2020, pp.330-339. (CCF C, EI, Scopus).
• Hamza Djigal, Jun Feng, and Jiamin Lu., “Task Scheduling for Heterogeneous Computing using a Predict Cost Matrix”, In 48th International Conference on Parallel Processing (ICPP 2019), August 5–8, 2019, Kyoto, Japan. ACM, New York, NY, USA, 10 pages. (CCF B, EI, Scopus).
• Hamza Djigal, Feng Jun and Jiamin Lu, “Secure Framework for Future Smart City”,The 4th IEEE International Conference on Cyber Security and Cloud Computing. (IEEE CSCloud 2017, EI, Scopus), New
York, NY, 2017, pp. 76-83.