I am a Senior Lecturer in the School of Computing at 91ÈÕº«AV, United Kingdom. Previously, I held the position of Postdoctoral Researcher in Heterogeneous Computing Lab (HCL) at University College Dublin (UCD), and lecturer/MSc supervisor at Dublin Business School (DBS).
I obtained my PhD in Computer Science in 2019 from University College Dublin (UCD), Ireland. My PhD topic is Novel Data-Partitioning Algorithms for Performance and Energy Optimization of Data-Parallel Applications on Modern Heterogeneous HPC Platforms: the PhD focused on data-partitioning techniques addressing performance and energy optimisation of parallel applications executing on multicore CPUs, GPUs, Xeon Phis, FPGAs, etc. I completed my BSc and MSc in Computer Engineering in 2008 and 2011, respectively.
My area of expertise is in the performance and energy optimisation of Heterogeneous High-Performance Computing (HPC) platforms, Energy-Efficient Computing systems and Big Data Applications.
I have several peer-reviewed publications published in world-leading journals such as IEEE Transactions on Parallel and Distributed Systems (IF 2.687), IEEE Access (IF 3.367), Journal of Supercomputing (IF 2.6). You can find my publications on .
I am a member of the European Network for Sustainable Ultrascale Computing (NESUS).
<91ÈÕº«AV>Research interests91ÈÕº«AV>My research focuses on the models, algorithms, methods, software tools, systems and development practices that will facilitate performance and energy optimisation on state-of-the-art heterogeneous (HPC) platforms. My area of expertise is in the performance and energy optimisation of Heterogeneous High-Performance Computing (HPC) platforms, and Energy-Efficient Computing Systems. My research goals are to employ my HPC and energy-efficient computing skills to bridge a gap between HPC and other fields such as machine learning, data analytics, and artificial intelligence.
So, my research interests can be itemized as follows:
- Parallel and High-Performance Computing
- Energy-efficient Computing
- Machine Learning and Big Data Applications
<91ÈÕº«AV>Teaching responsibilities91ÈÕº«AV>
I am currently involved as module coordinator and lecturer in the following units:
- M30248 Parallel Programming
- M26491 Big Data Applications
- M30249 Scientific Computing and Simulation
- M22508/M24739 Final Year Undergraduate Project (A member of the admin team)
I also supervise Master’s (taught and by research) and Undergraduate students.
2023
Khaleghzadeh, H., Lastovetsky, A., Manumachu, R. R.
17 Mar 2023, In: IEEE Access. 11, 20p.