Research group Distributed systems, addressing the intelligent and automatic management of resources and applications in, e.g., compute clouds and software-defined infrastructures.
The Umeå University distributed systems' research focuses on the autonomous management of the resources and applications forming the digitized society. Target infrastructures span from single large-scale cloud datacenters, via federations of clouds, to the highly distributed clouds that potentially may become the backbone for the full-fledged Internet-of-Things (IoT) and the more flexible concept of Software-Defined Infrastructures.
Research drivers are compute and data intensive applications requiring, e.g., elastic locality-aware infrastructures to meet the rapid capacity and locality variations of industrial services and large-scale distributed environments that enable coordinated use of federated resources for eScience applications, and machine-to-machine applications in the IoT context.
The research itself is highly multidisciplinary, developing the future autonomous management systems with contributions from feedback control, discrete optimization, mathematical statistics, and artificial intelligence including, in particular, artificial intelligence.
Research outcomes include autonomous management systems for operating the IT infrastructure and applications of the future. Central to the approach are software with flexibility in deployment and policy customization, providing key functionality for broad sets of usage scenarios.
We have established the Cloud Control Workshops. For past and upcoming events, see cloudresearch.org/workshops/
Anna Jonsson has developed her own model for semantic analysis.
Automatic analysis of combined media in text, image and sound is becoming increasingly important.
Adna Bliek at Umeå University, awarded for her Master's thesis in AI.