Muhammad shahroz Abbas
MSc
Doctoral Researcher
Software Engineering, Distributed Systems, Edge–Cloud Computing, Cloud-Native Computing, Kubernetes (K3s), AI Workload Orchestration, Empirical Software Engineering, Mining Software Repositories, and Large Language Models (LLMs).
Software engineering and information systems (SEIS)
Faculty of Information Technology and Electrical Engineering
I am a doctoral researcher in Software Engineering at the University of Oulu. My research focuses on the orchestration of real-time artificial intelligence (AI) workloads across edge and cloud computing environments.
I am particularly interested in lightweight Kubernetes (K3s), distributed systems, and the challenges of managing computational resources efficiently and reliably in heterogeneous computing environments.
My broader research interests include cloud-native computing, empirical software engineering, mining software repositories, and the application of large language models (LLMs) to software engineering problems.
Through my doctoral research, I aim to explore practical approaches to improving the performance, scalability, and reliability of edge–cloud systems that support AI applications.
Research interests
- Software Engineering, Edge–Cloud Computing, Kubernetes (K3s), Resource-Aware Scheduling, Real-Time AI Workload Orchestration
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Faculty of Information Technology and Electrical Engineering
M3S Research Unit
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Linnanmaa Campus
Pentti Kaiteran katu 1
90570 Oulu
Finland