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Autonomous Distributed Systems Lab

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.

Cloud Control Workshops

We have established the Cloud Control Workshops. For past and upcoming events, see cloudresearch.org/workshops/

Research leaders

Johan Tordsson
Associate professor
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Paul Townend
Associate professor
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Per-Olov Östberg
Associate professor
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Monowar Bhuyan
Assistant professor
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Prashant Singh
Assistant professor
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Research projects

Anomaly Detection and Countermeasures for Edgeclouds
Research subject: Computing science
Duration 1 January 2020 until 31 December 2023
Type of project Research project
Strategic initiative for international leadership in AI and software
Research subject: Computing science
Duration 1 January 2020 until 31 December 2022
Type of project Research project
DEBLOAT: Code Debloating from Source Code to Large-scale Deployment
Research subject: Computing science
Duration 1 January 2019 until 31 December 2021
Type of project Research project
Management Beyond the Edge
Research subject: Computing science
Duration 1 September 2018 until 31 August 2021
Type of project Research project
Machine Learning-based Observability and Diagnostics in Future Networks and Mobile Edge Clouds
Research subject: Computing science
Duration 1 January 2018 until 31 December 2022
Type of project PhD project
Autonomous Cloud Management
Research subject: Computing science
Duration 1 January 2016 until 31 December 2020
Type of project Research project
Mobility-aware Resource Management for Mobile Edge Clouds
Research subject: Computing science
Duration 1 January 2016 until 31 December 2020
Type of project Research project

Latest publications

HPDC '20: Proceedings of the 29th International Symposium on High-Performance Parallel and Distributed Computing, ACM Digital Library 2020 : 161-165
Souza, Abel; Pelckmans, Kristiaan; Ghoshal, Devarshi; et al.
Artificial Intelligence Applications and Innovations: 16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, Part II, Springer 2020 : 268-280
Tsogbaatar, Enkhtur; Bhuyan, Monowar H.; Taenaka, Yuzo; et al.
28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), IEEE conference proceedings 2020 : 88-93
Krzywda, Jakub; Meyer, Vinici­us; Xavier, Miguel G.; et al.
Software, practice & experience, John Wiley & Sons 2020, Vol. 50, (10) : 1986-2007
Larsson, Lars; Tarneberg, William; Klein, Cristian; et al.
The Fifth ACM/IEEE Symposium on Edge Computing, Virtual, November 11-13, 2020 : 70-83
Nguyen, Chanh Le Tan; Klein, Cristian; Elmroth, Erik
MASCOTS 2020: 2020 IEEE 28th International Symposium on Modeling, Analysis, and Simulation of Computer andTelecommunication System : 1-4
Viktorsson, William; Klein, Cristian; Tordsson, Johan
AI 2020: Advances in Artificial Intelligence: 33rd Australasian Joint Conference, AI 2020, Canberra, ACT, Australia, November 29–30, 2020, Proceedings, Springer 2020 : 3-15
Banerjee, Sourasekhar; Misra, Rajiv; Prasad, Mukesh; et al.
Artificial Intelligence Applications and Innovations, AIAI 2020, Springer 2020 : 15-30
Sundqvist, Tobias; Bhuyan, Monowar H.; Forsman, Johan; et al.
ACM Computing Surveys, Association for Computing Machinery (ACM) 2019, Vol. 52, (5)
Le Duc, Thang; García Leiva, Rafael; Casari, Paolo; et al.
The Proceedings: 2019 14th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP)
Kalwar, Abhishek; Bhuyan, Monowar H.; Bhattacharyya, Dhruba K.; et al.

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