Jasper Wang1 1Google Cloud Engineer In 2020, DeepMind released a deep learning AI/ML system which predicts protein folding. It’s called AlphaFold. Google has created a fully managed solution to operationalise running Alphafold at scale. It allows researchers to input an amino...
- September 27, 2022
Subramanian Kartik1 1 Vice President of Systems Engineering, VAST Data Modern workloads driving innovation in every sector are pushing the frontier of AI with state-of-the-art techniques in Machine and Deep Learning at scale. Groundbreaking techniques in Computer Vision, Natural Language Processing...
- September 27, 2022
Joel Lopez1 Jeffrey Tay2 1AI Platforms Solutions Consultant, Fujitsu Australia Limited 2AI Specialist, NetApp Access to relevant data and development platforms is crucial for the growth of AI research. In other words: more access to data alongside optimised infrastructures leads to an accelerated...
- September 19, 2022
Ian Foster University of Chicago Powerful detectors at modern experimental facilities routinely collect data at multiple GB/s. Online analysis methods are needed to enable the collection of only interesting subsets of such massive data streams, such as by explicitly...
- September 19, 2022
Influenced by the advances in data and computing, the scientific practice increasingly involves machine learning and artificial intelligence (AI) driven methods which require specialized capabilities at the system-, science- and service-level in addition to the conventional large-capacity supercomputing approaches. The...
- September 13, 2022
Ms Marion Shadbolt1, Tiffany Boughtwood3, Jeff Christiansen1, Joe Copty7, Mark Cowley6, Kylie Davies2, Matthew Downton9, Kelsey Druken9, Ben Evans9, Clara Gaff8, Andrew Gilbert5, Christina Hall1, Oliver Hofmann11, Jessica Holliday1, Warren Kaplan9, Ross Koufariotis10, Sarah Kummerfeld7, Conrad Leonard10, Angela Lin6, Andrew...
- September 9, 2022
Dr Ulrich Engelke2, Dr Vincent Fazio1, Dr Jens Klump2, Dr Lesley Wyborn3 1CSIRO, Clayton, Australia, 2CSIRO, Kensington, Australia, 3ANU, Canberra, Australia We conducted a survey to determine if the existing AuScope Virtual Research Environment (AVRE) still met current researcher needs....
- September 9, 2022
Mr Greg D’arcy1 1Aarnet, Melbourne, Australia As modern research becomes more data intensive, the research community faces the challenge of moving large volumes of data in an efficient, secure and reliable way as part of their research data management practice....
- September 9, 2022
Dr Penny Crook1, Professor Shawn Ross1, Dr Brian Ballsun-Stanton1, Dr Steve Cassidy1, Dr Jens Klump2, Associate Professor Adela Sobotkova3 1Macquarie University, Sydney, Australia, 2CSIRO Mineral Resources, Perth, Australia, 3Aarhus University, Aarhus, Denmark The Field Acquired Information Management Systems (FAIMS) Project...
- September 9, 2022
Dr Melissa Burke1,2,3, Ann Backhaus6, Mariana Barnes9, Michael Charleston11, Tyrone Chen12,13, Tracy Chew7, Jeffrey Christiansen1,2,3, Mark Crowe3, Deanna Deveson5, Victoria Perreau4, Jingbo Wang10, Nathan Watson-Haigh8, Christina Hall1,4 1Australian Biocommons, , Australia, 2Research Computing Centre, The University of Queensland, , Australia,...
- September 9, 2022