Architecture and Analytics Platforms

Strategy  For an increasing number of usage scenarios, data analytics and machine learning demonstrate effectiveness in handling real-world tasks with little human involvement. The demand for constructing such kinds of systems rises rapidly but the actual construction of such a system requires lots of effort. It is not only because such systems are often data […]

The Architecture and Analytics Platforms team tackles major challenges in software architecture, data analytics, computing infrastructure, DevOps, and dependability. Please refer to the Disciplines section below for an overview of our backgrounds. While we work on a wide range of topics, there are two major efforts of R&D in the team: the Process-Oriented Dependability (POD) […]

Blockchain This page is about our technical research on blockchain. See this page for our reports on how blockchain technology could be used across government and industry in Australia to deliver productivity benefits and drive local innovation. Contact: Mark Staples (Mark.Staples@data61.csiro.au), Ingo Weber (Ingo.Weber@data61.csiro.au), Xiwei (Sherry) Xu (Xiwei.Xu@data61.csiro.au) Overview Blockchain is an emerging technology for […]

Process-Oriented Dependability Overview Gartner has stated “Through 2015, 80% of outages impacting mission-critical services will be caused by people and process issues, and more than 50% of those outages will be caused by change/configuration/release integration and hand-off issues.” Our vision is make a dramatic reduction in these numbers for consumers of cloud services. This is […]