Assistant Professor of Computer Engineering
Affiliated Faculty, Institute for Data Science & AI
Bogazici University, 34342, Bebek, Istanbul, Turkiye
Advancing research in Artificial Intelligence, Distributed Systems, Edge Computing, Internet of Things, and Cloud Computing
I am an Assistant Professor in the Department of Computer Engineering at Boğaziçi University. I received my Ph.D. in Computer Science from Queen Mary University of London, where I worked on AI-driven architectures for scalable and secure computing systems. My work focuses on Edge and Cloud Computing, Artificial Intelligence, Large Language Models (LLMs), and Cybersecurity. I aim to design intelligent, privacy-aware, and energy-efficient solutions that address emerging challenges in IoT and smart systems. I actively collaborate with industry and academia to build bridges between theoretical innovation and real-world application.
Şişecam, Bursa, Türkiye
Queen Mary University of London, UK
Queen Mary University of London, UK
Distinction, GPA: 4.0/4.0
Uludağ University, Bursa, Türkiye
Honours
Department of Computer Engineering, Boğaziçi University
Wiley – International Journal of Antennas and Propagation
Turkey Wealth Fund (Türkiye Varlık Fonu)
Selected funded research and industry collaborations.
Edge LLM-Driven Autonomous Drone Swarms for Intelligent Task Allocation and Decision-Making
Turkish Aerospace Industries (TUSAŞ) · Boğaziçi University
Decentralized multi-agent AI architecture integrating Edge LLMs and swarm intelligence for autonomous drone coordination.
A Consensus Framework Using Multiple Local Large Language Models
Karadeniz Technical University · BAP
Developing a privacy-preserving clinical decision-support framework using locally deployed LLM agents and consensus-based decision-making.
Computers and Electrical Engineering, 139, 111406, 2026
2026 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), 2026
Expert Systems with Applications, 130941, 2025
IEEE Access, 13, 198241-198251, 2025
Telematics and Informatics Reports, 100265, 2025
IEEE Access, Volume 13: 2025
Expected to be deployed in the early 2030s, sixth-generation (6G) wireless networks, with their high speed and integration with cutting-edge technology such as intelligent edge computing...
Kuwait Journal of Science - Elsevier, Volume 53, Issue 1, January 2026, 100490
This paper presents a new two-stage model CRAXNet for corporate credit rating...
IEEE Transactions on Parallel and Distributed Systems, VOL. 36, NO. 11, NOVEMBER 2025
Containerized Edge computing offers lightweight, reliable, and quick solutions to latency-critical Machine Learning (ML) and Deep Learning (DL) applications. Existing solutions considering multiple Quality of Service (QoS) parameters either overlook the intricate relation of QoS parameters or pose significant scheduling overheads...
IEEE Access, Volume: 13, 05 AUGUST 2025
Sixth Generation (6G) wireless networks, which are expected to be deployed in the 2030s, have already created great excitement in academia and the private sector with their extremely high communication speed and low latency rates...
Computational Intelligence Techniques for 5G Enabled IoT Networks, 49-59, 2025
Queen Mary University of London - PhD Thesis, 2025
Emerging smart agricultural practices using artificial intelligence, 247-281, 2025
Concurrency and Computation: Practice and Experience, 37 (9-11), e70057, 2025
Computing, 107 (3), 77, 2025
The Journal of Supercomputing, 81 (4), 527, 2025
International Journal of Network Management, 35 (1), e2298, 2025
Cluster Computing - Springer, Volume 28, article number 18, (2025)
Edge Artificial Intelligence (AI) incorporates a network of interconnected systems and devices that receive, cache, process, and analyse data in close communication with the location where the data is captured with AI technology. Recent advancements in AI efficiency, the widespread use of Internet of Things (IoT) devices, and the emergence of edge computing have unlocked the enormous scope of Edge AI...
International Journal of Information Technology Project Management (IJITPM), 2025
International Journal of Business Analytics (IJBAN), 12 (1), 1-26, 2025
Networking Data Integrity and Manipulation in Cyber-Physical and…, 2025
Quantum Computing, Morgan Kaufmann, 2025
Quantum computing’s current capacity to efficiently tackle complex problems exceeds that of traditional methods, as demonstrated by its use in optimization and artificial intelligence. This chapter explains the concept of quantum computing, along with its differences from traditional computing...
Quantum Computing, 221-239, 2025
Internet Technology Letters, 8 (1), e510, 2025
IEEE Transactions on Cognitive Communications and Networking, 11 (2), 933-945, 2024
Internet of Things, 28, 101368, 2024
ACM Computing Surveys, 57 (3), 1-36, 2024
Journal of Economy and Technology, 2, 190-199, 2024
IEEE Internet of Things Journal, 12 (16), 32283-32295, 2024
Applications of AI for Interdisciplinary Research, 187-204, 2024
Applications of AI for Interdisciplinary Research, 218-228, 2024
21st International Conference on Smart Business Technologies (ICSBT 2024), 7-14, 2024
IEEE Journal of Selected Areas in Sensors, 1, 36-48, 2024
IEEE Journal of Biomedical and Health Informatics, 28 (9), 5043-5054, 2024
Measurement: Sensors, 31, 100939, 2024
IEEE Transactions on Sustainable Computing, 9 (6), 817-829, 2023
Journal of Grid Computing, 21 (4), 63, 2023
BenchCouncil Transactions on Benchmarks, Standards and Evaluations, 3 (2), 100119, 2023
IEEE Internet of Things Journal, 10 (21), 18469-18476, 2023
Serverless Computing: Principles and Paradigms, 175-192, 2023
Internet of Things, 21, 100674, 2023
2022 IEEE SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Metaverse, 2022
Internet of Things, 19, 100514, 2022
2022 IEEE 95th Vehicular Technology Conference (VTC2022-Spring), 1-5, 2022
2022 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid), 2022
Security and Privacy, 5 (2), e197, 2022
Proceedings of the 2022 Australasian Computer Science Week, 136-144, 2022
IEEE Transactions on Industrial Informatics, 18 (5), 3522-3529, 2021
IEEE Consumer Electronics Magazine, 11 (2), 51-56, 2020
Listed among the world's top 2% scientists (single-year data) in Networking & Telecommunications, within Information & Communication Technologies.
Recognized for the paper "ProKube: Proactive Kubernetes Orchestrator for Inference in Heterogeneous Edge Computing", selected as one of the most cited articles published in 2024.
Reviewed 17 manuscripts in 2024, maintaining high academic standards as a dedicated peer reviewer.
Awarded "Demonstrator of the Year" for excellence in teaching and student engagement during Ph.D. tenure at QMUL.
Awarded for outstanding contribution as a peer reviewer, recognizing service and commitment to research quality in the IoT field.
Reviewed 11 manuscripts throughout 2023, contributing to the scientific evaluation of next-generation telecommunications technologies.
Recognized for the paper "BlockchainBus: A lightweight framework for secure virtual machine migration in cloud federations using blockchain", selected as one of the most cited articles of 2022–2023.
In an exclusive interview with TRT News, Dr. Muhammed Göleç shared his views on the engineering approach in the defense industry, AI-supported technologies, and academia-industry collaboration.
I am currently looking for motivated MSc and PhD students to join my research group at the Department of Computer Engineering, Bogazici University. I am always interested in discussing research collaborations, potential projects, or academic opportunities.
Bogazici University, Department of Computer Engineering
Room: BM-16C, 34342, Bebek, Istanbul, Turkiye
Phone: 0212 359 7242
Tuesday & Thursday: 10:00 – 12:00
Online meetings available by request
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📍 My Office: Computer Engineering Department, Room BM-16C
🏛️ Campus: Kuzey Kampüs (North Campus)