PhD in Smart Energy And Performance Optimisation Framework For Modern Computing Platforms Using Deep Learning And Data Analytics 0

The deadline to apply for the Sep 2026 intake is Aug 31, 2026; tuition costs 24,433 USD per year.

The PhD in Smart Energy And Performance Optimisation Framework For Modern Computing Platforms Using Deep Learning And Data Analytics tackles the urgent intellectual problem of energy consumption in ICT, which is set to hit 20% of total consumption by 2030. Offered by the University of Portsmouth, this 3-year full-time or 6-year part-time PhD project, supervised by Dr Hamidreza Khaleghzadeh, focuses on developing models and algorithms that optimize the energy and performance of applications in modern, heterogeneous, and hybrid computing systems. The project leverages data analytics and machine learning tools, including Neural Networks, to create a scalable and accurate methodology for energy and performance measurement. This research will have a direct impact on High-Performance Computing (HPC) and Internet of Things (IoT) platforms. The project involves collaboration with the Heterogeneous Computing Lab (HCL) at University College Dublin, led by Dr Alexey Lastovetsky, and includes contributions from Dr Mohamed Bader-El-Den, who brings extensive expertise in machine learning applications across various domains.

University of Portsmouth, established in 1869 and located in the historic coastal city of Portsmouth, offers a vibrant student experience with around 28,000 students, including approximately 5,000 international learners. The university combines strong teaching and research with practical industry links and a waterfront location that enriches campus life. Its long history of technical and professional education makes it a familiar choice for students seeking applied learning in a city with excellent transport links.

Portsmouth provides a range of programs organized across ten broad subject areas, encompassing engineering, business, health professions, creative arts and sciences. Students benefit from industry placements, modern laboratories and career-focused modules that enhance employability. The university also supports research-led teaching and partnerships with local employers, giving international students opportunities to gain real-world experience alongside academic study.

Comprehensive support services help international students with visas, accommodation, language preparation and wellbeing, while student societies and campus activities foster social integration. With practical training options, placement support and access to regional industries and cultural sites, Portsmouth is well suited to students who value both academic quality and hands-on experience. Prospective applicants should investigate program specifics, placement opportunities and scholarship options before applying.