Dedicated Associate Professor and Research Scientist with extensive expertise in Cloud Computing, Machine Learning, and Data Science, demonstrated through a robust academic career and 9 peer-reviewed publications. Adept at experimental design, complex concept simplification, and curriculum development, fostering student engagement and advancing knowledge in distributed systems and optimization algorithms. Committed to leveraging research and pedagogical excellence to drive innovation and academic achievement.
Lecturer Researcher of Computer Science
Oran, Algeria, Algeria
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Summary
Conducted cutting-edge research within the L.I.O. Laboratory, specializing in computer science innovations and contributing to academic publications.
Highlights
Engaged in advanced research projects at the L.I.O. Laboratory, focusing on theoretical and applied computer science challenges, resulting in ongoing contributions to the field.
Contributed to the development and implementation of novel algorithms and computational models, leveraging expertise in Metaheuristics and Machine Learning for complex problem-solving.
Collaborated with interdisciplinary teams on research initiatives, presenting findings at departmental seminars and contributing to the intellectual environment of the university.
Supervised and guided undergraduate and graduate students in laboratory research, fostering their analytical skills and contributing to their academic and professional growth.
Associate Professor of Computer Science
Khemis Miliana, Algeria, Algeria
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Summary
Led advanced computer science education and research initiatives, contributing significantly to academic knowledge through extensive publication and mentorship.
Highlights
Conducted independent and collaborative research in Cloud Computing, Virtualization, and Metaheuristics, leading to 9 peer-reviewed publications in international journals and conferences since 2019.
Served as a distinguished reviewer for over 10 international journals and conferences, including The Journal of Supercomputing and IEEE conferences, ensuring high academic standards and contributing to scholarly discourse.
Designed and delivered advanced coursework in System Networks, Algorithms, Artificial Intelligence, and R Programming, fostering critical thinking and practical application among students.
Mentored and guided graduate students in research methodologies and experimental design, contributing to their academic development and successful project completion.
Continuously updated and revised course materials to integrate industry trends and cutting-edge research in Machine Learning and Data Science, enhancing curriculum relevance and student engagement.
Temporary/Assistant Professor of Computer Science
Khemis Miliana, Algeria, Algeria
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Summary
Delivered comprehensive computer science education and practical skill development to university students, fostering a dynamic learning environment.
Highlights
Developed and delivered engaging curricula for word-processing, spreadsheet, and database programs, significantly enhancing student proficiency in essential software skills.
Managed course administration, including invigilation and grading of projects, quizzes, and examinations, ensuring fair and accurate assessment of student learning outcomes.
Implemented diverse teaching methodologies and materials, regularly evaluating student progress to optimize learning effectiveness and achieve educational objectives.
Maintained high productivity and met all academic deadlines within a demanding educational environment through effective task prioritization and strong work ethic.
Engaged in continuous professional development, participating in technology courses to integrate cutting-edge knowledge and pedagogical innovations into teaching practices.
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Ph.D.
Business Intelligence & Large-scale Systems
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Master of Science
Networks & Distributed Systems
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Bachelor of Science
Computer & Information Sciences
Published by
IEEE
Summary
A. Bouchair, "Efficient Virtual Resource Management in Nested Virtualization Environments," 2024 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT), Sakhir, Bahrain, 2024, pp. 751-756.
Published by
Journal of Network and Systems Management
Summary
Bouchair, A., Yagoubi, B., & Makhlouf, S. A. (2023). Joint Policy for Virtual Network Embedding in Distributed SDN-Enabled Cloud. Journal of Network and Systems Management, 31(4), 69.
Published by
International Journal of Advanced Computer Science and Applications
Summary
Dembele, A., Mwangi, E., Bouchair, A., Ronoh, K. K., & Ataro, Ε. Ο. (2023). Automated Modified Grey Wolf Optimizer for Identification of Unauthorized Requests in Software-defined Networks. International Journal of Advanced Computer Science and Applications, 14(7).
Published by
Springer, Cham.
Summary
Bouchair, A., Yagoubi, B., & Makhlouf, S. A. (2022, March). HS-GWO: A Hybrid Approach for Virtual Network Embedding in SDN-Enabled Distributed Cloud. In Future of Information and Communication Conference (pp. 594-610). Springer, Cham.
Published by
International Journal of Computing and Digital Systems
Summary
Bouchair, A., Yagoubi, B., & Makhlouf, S. A. (2022). A Cluster-Oriented Policy for Virtual Network Embedding in SDN-Enabled Distributed Cloud. International Journal of Computing and Digital Systems, 11(1), 120129.
Published by
Scalable Computing: Practice and Experience
Summary
Bouchair, A., Yagoubi, B., & Makhlouf, S. A. (2022). A Driven Modern Portfolio Theory for Virtual Network Embedding in SDN-Enabled Cloud. Scalable Computing: Practice and Experience, 23(4), 421-439.
Published by
IEEE
Summary
Bouchair, A., Yagoubi, B., & Makhlouf, S. A. (2021, October). Dual Load Balancing Strategy for Virtual Network Embedding in SDN-Enabled Distributed Cloud. In 2021 International Conference on Networking and Advanced Systems (ICNAS) (pp. 1-6). IEEE.
Published by
Springer, Cham.
Summary
Bouchair, A., Makhlouf, S. A., & Belabbas, Y. (2019, November). Grey wolf optimizer for virtual network embedding in sdn-enabled cloud environment. In International Conference Europe Middle East & North Africa Information Systems and Technologies to Support Learning (pp. 321-330). Springer, Cham.
Published by
JERI
Summary
Bouchair, A., Makhlouf, S.A., & Yagoubi, B. (2019). Modified Harmony Search Algorithm for Scheduling Applications in Cloud Environment. JERI.
Cloud Infrastructure, Distributed Systems, Resource Management, Virtualization.
Network Virtualization, Virtual Network Embedding, Nested Virtualization, SDN-Enabled Cloud.
System Networks, Software-Defined Networking (SDN), Distributed Networks, Network Management.
Optimization Algorithms, Harmony Search Algorithm, Grey Wolf Optimizer, Hybrid Optimization.
Algorithms, Data Analysis, Predictive Modeling.
Data Analysis, Big Data, Business Intelligence, Results Analysis.
Virtual Resource Management, Load Balancing, System Optimization.
Experimental Design, Academic Publication, Research Methodologies, Scholarly Review, Scientific Writing.
Curriculum Development, Student Engagement, Concept Simplification, Assessment Design, Mentorship.
R Programming.
Word Processing, Spreadsheet Software, Database Programs.
AI Algorithms, Intelligent Systems.