Personal profile
Biography
My recent focus has shifted toward research in the realm of cloud computing. Utilizing machine learning and deep learning techniques, I have conducted extensive experiments aimed at optimizing resource utilization within cloud environments. My mission is to enhance job scheduling in cloud computing, thereby elevating cloud systems' availability, reliability, and resilience.
Within cloud computing optimization, my ultimate goal is to drive significant reductions in energy consumption, foster sustainability, and elevate overall infrastructure efficiency. Through innovative research and practical application, I aspire to lead positive change in the technology landscape.
Beyond my academic and professional pursuits, I am deeply passionate about a variety of interests that provide balance and enrichment in my life. These include hiking, Arabian horse breeding, extensive travel, volleyball, and exploring diverse cultures. These endeavors not only contribute to my personal growth but also inform and inspire my professional endeavors, enriching my perspective and approach to challenges in all aspects of life.
Research expertise keywords
- Algorithms
- Scheduling optimisation
- Machine learning / deep learning
- Meta-heuristic algorithms
- Sustainability
- Energy use efficiency
- Cloud computing
- Edge computing
- cloud service availiblity
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy
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SDG 9 Industry, Innovation, and Infrastructure
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SDG 13 Climate Action
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Cloud computing efficiency: optimizing resource utilization, energy consumption, latency, availability, and reliability using intelligent algorithms
Alelyani, A., 2024, (Unpublished)Research output: Thesis › Doctoral Thesis
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Optimizing Cloud Performance: A Microservice Scheduling Strategy for Enhanced Fault-Tolerance, Reduced Network Traffic, and Lower Latency
Alelyani, A., Datta, A. & Hassan, M., 2024, In: IEEE Access. 12, p. 35135-35153 19 p.Research output: Contribution to journal › Article › peer-review
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DAScheduler: Dependency-Aware Scheduling Algorithm for Containerized Dependent Jobs
Alelyani, A., Datta, A. & Hassan, G. M., Aug 2023, In: Journal of Grid Computing. 21, 3, 46.Research output: Contribution to journal › Article › peer-review
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