High Performance Computing

Raijin supercomputer

Imagine a large computer system that fails. One of the power supply units shuts down or a memory slip causes data to become corrupted. The computer might continue to operate, but it produces the wrong answer to an important question—this could be catastrophic in the case of tsunami prediction. Welcome to the realm of high-performance computing.

One of the main objectives of our research is to support large-scale scientific simulations, including highly accurate weather forecasting, flood modelling and nuclear fusion simulation. We write codes so that processors run efficiently both in terms of speed and energy consumption. We develop algorithms and run-time systems so these simulations are reliable even under system failures. We are also investigating innovative design processors for supercomputers.

Our work is motivated primarily by specific problems, and we work independently and collaboratively with other academic, industry and government organisations from Australia, the United States, China and Germany to solve them. 

Explore our available student research projects below and if you’d like to discuss opportunities for collaboration or funding, please email us at contact@cecs.anu.edu.au

Academic staff

Dr Giuseppe Barca »

Lecturer

Professor Amanda Barnard »

Senior Professor of Computational Science

Dr Minh Bui »

Lecturer

Dr Eric McCreath »

Senior Lecturer, RSCS, Sub-Dean (Academic Practice and Support), CECS, Bachelor of Advanced Computing (Honours) Convener

Dr Josh Milthorpe »

Lecturer, Research Fellow

Assoc Professor Peter Strazdins »

Associate Professor

Student

Yeu-Shin (Guyver) Fu »

PhD student

Joseph John »

PhD Student

Mr Haolei Ye »

Master student, Honours student

Affiliates

Professor John Hosking »

Honorary Professor , Adjunct

Professor Alistair Rendell »

Honorary Professor

John A Taylor

Professor John A. Taylor »

Honorary Professor

Visitors

Dr Young Lee »

Honorary Lecturer (Level B)

Journal articles

  1. Barca, G.M.J. et al., (2020) Recent developments in the general atomic and molecular electronic structure system. (2020) Journal of Chemical Physics 152 (15), 154102.
  2. Grove, D. Hamouda, S.S., Herta, B., Iyengar, A., Kawachiya, K., Milthorpe, J., Saraswat, V., Shinnar, A., Takeuchi, M., Tardieu, O. (2019) Failure Recovery in Resilient X10. ACM Transactions on Programming Languages and Systems (TOPLAS) 41 (3), 15.

Conference Papers

  1. Barca, G.M.J., Poole, D., Galvez Vallejo, J.L., Alkan, M., Bertoni, C., Rendell, A.P., Gordon, M. (2020) Scaling the Hartree-Fock matrix build on Summit. International Conference for High Performance Computing, Networking, Storage and Analysis (SC 2020).
  2. Barnard, A.S., Motevalli , B., Parker, A.J., Fischer, J.M., Feigl, C.A. Opletal, G. (2019) Nanoinformatics, and the big challenges for the science of small things. Nanoscale, 2019, 11, 19190-19201.
  3. Hamouda, S.S., Milthorpe, J. (2019) Resilient Optimistic Termination Detection for the Async-Finish Model. ISC High Performance (ISC-HPC 2019).
  4. Yu, F., Strazdins, P., Henrichs, J., Pugh, T. (2019) Shared Memory and GPU Parallelization of an Operational Atmospheric Transport and Dispersion Application. IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW 2019). 
  5. Johnston, B., Milthorpe, J. (2018) AIWC: OpenCL-Based Architecture-Independent Workload Characterization. Workshop on the LLVM Compiler Infrastructure in HPC (LLVM-HPC 2018).

Theses

  1. Johnston, B. (2019) Characterizing and Predicting Scientific Workloads for Heterogeneous Computing Systems. PhD Thesis, Australian National University.
  2. Hamouda, S.S. (2019) Resilience in high-level parallel programming languages. PhD Thesis, Australian National University.
Dr Giuseppe Barca
17 Nov 2020
A researcher from The Australian National University (ANU) College of Engineering and Computer Science has used one of the most powerful supercomputers in the world...
Weather science radar
3 Sep 2020
It’s National Science Week. This year’s theme is Deep Blue: innovations for the future of our oceans, and we are showcasing some of the exciting...
6 Feb 2020
The College is excited to announce a new appointment to our Research School of Computer Science, as we welcome Professor Amanda Barnard FAIP FRSC.    Professor...
Peter Marshall
15 Jul 2016
Peter Marshall, who graduated from a Bachelor of Software Engineering at ANU, is heading to live and work in Munich after his job search led him to Google. ...
Markus Hegland, Md. Mohsin Ali, Brendan Harding, Peter Strazdins
14 Sep 2015
Joint efforts between the Research School of Computer Science and the Mathematical Sciences Institute (MSI) at the Australian National University have just been...
Dataset

Updated:  1 June 2019/Responsible Officer:  Dean, CECS/Page Contact:  CECS Marketing