Data Science

PhD student in Scientific Computing focusing on Secure Federated Machine Learning

May 11, 2022May 11, 2022 Salman Toor No Comments

Project Description Artificial intelligence (AI) is at the core of modern-day applications. With the advent of massive datasets, the last two decades were dedicated to improve the mathematical modeling and training processes; And recently the focus has shifted towards security, privacy and trust based AI assisted solutions. Together with a number of other viable solutions,…

Data Science, Data-Intensive Computing, Federated Learning, FedML, News, Open Positions

Open PhD position in Scientific Computing

May 3, 2022May 3, 2022 Salman Toor No Comments

We have one open PhD position focusing on Cybersecurity and Machine Learning for Critical Infrastructures Application submission deadline: May 16, 2022 The application submission link is available on the following page: https://www.uu.se/en/about-uu/join-us/details/?positionId=501061 This PhD position is part of the eSSENCE – SciLifeLab graduate school in data-intensive science. The school addresses the challenge of data-intensive science both from…

Applied Cloud Computing, Data Science, Data-Intensive Computing, News, Open Positions

Two Open PhD Positions

March 4, 2022April 2, 2022 Prashant Singh No Comments

We welcome applications for 2 PhD positions in the group. This is an exciting opportunity to join us at SciLifeLab and the Division of Scientific Computing, UU to conduct highly interdisciplinary research in machine learning, computational science and systems biology. Please refer to the detailed advertisements below. Statistical Sampling/Active Learning for Large-Scale Scientific Experiments Machine…

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Data Science, News, Open Positions, systems biology

Proactive Autoscaling for Edge Computing Systems with Kubernetes

December 21, 2021December 21, 2021 Salman Toor No Comments

Happy to announce our newly accepted article: Accepted at the 14th IEEE/ACM International Conference on Utility and Cloud Computing UCC 2021. Abstract With the emergence of the Internet of Things and 5G technologies, the edge computing paradigm is playing increasingly important roles with better availability, latency-control and performance. However, existing autoscaling tools for edge computing…

Applied Cloud Computing, Data Science, Data-Intensive Computing, HASTE, News, Software

“Ten simple rules” for establishing a national scale OpenStack cloud e-infrastructure for science

December 2, 2017December 2, 2017 admin No Comments

The SNIC Science Cloud (SSC) team has published a paper in the 2017 conference on IEEE eScience. SNIC Science cloud has been an infrastructure project run by the Swedish National Infrastructure for Computing (SNIC) with the purpose to assess if and how SNIC should offer cloud infrastructure to the scientific community. The project is now coming…

Applied Cloud Computing, Data Science, Data-Intensive Computing, News, OpenStack

Hierarchical Analysis of Spatial and Temporal Data

May 30, 2017February 6, 2019 admin No Comments

The HASTE project, a SSF-funded project on computational science and big data, takes a holistic approach to new, intelligent ways of processing and managing very large amounts of microscopy images to leverage the imminent explosion of image data from modern experimental setups in the biosciences. One central idea is to represent datasets as intelligently formed…

Data Science, Data-Intensive Computing, ReserachSlider

Postdoc in Scientific Computing/Applied Cloud Computing

July 1, 2016July 1, 2016 admin No Comments

We are looking for a talented individual to join our efforts on creating smart and scalable cloud services to support simulation-driven scientific discovery via large-scale computational experiments such as parameter sweeps. This is a classic and very important problem that we will approach in new ways, leveraging recent advances in cloud computing, data-intensive computing and machine…

Applied Cloud Computing, Data Science, Data-Intensive Computing, News, Open Positions

Göran Gustafsson prize

March 14, 2016 admin No Comments

Last week brought some great news. I am awarded the Göran Gustafsson Prize 2016 from the Gustafsson Foundation (KTH/UU). In the proposed project titled Smart Services for Scientific Discovery we will look into new and more productive ways to combine simulation software and cloud computing infrastructure to build intelligent applications for e.g. exploring an underlying model’s essential…

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Applied Cloud Computing, Data Science, Data-Intensive Computing, News

Open Posititions: up to two PhD students

January 19, 2016March 14, 2016 admin No Comments

(Call for applications is closed. ) We are expanding the group with up to two PhD students in the areas of Applied Mathematics and Applied Cloud Computing: CIM, the Center for Interdisciplinary Mathematics are hiring students. We are, in collaboration with the Spjuth lab offering the project, Smart and Efficient Scientific Software for Exploration of Vast Amounts…

Applied Cloud Computing, Data Science, Data-Intensive Computing, Open Positions, Software, StochSS