Proactive Autoscaling for Edge Computing Systems with Kubernetes

Posted on By Salman Toor No Comments on Proactive Autoscaling for Edge Computing Systems with Kubernetes

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…

Read More “Proactive Autoscaling for Edge Computing Systems with Kubernetes” »

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

Li Ju new PhD student to work on federated learning

Posted on By admin No Comments on Li Ju new PhD student to work on federated learning

We are delighted to welcome Li Ju as a new PhD student in the group. Li has recently completed a Master degree in computer science and will work on algorithms and software for federated learning. Li is part of the Center for Interdiciplinary Mathematics graduate school, and in the project we will collaborate with industry…

Read More “Li Ju new PhD student to work on federated learning” »

Uncategorized

Prashant Singh appointed SciLifeLab Fellow in data-driven life science

Posted on By admin No Comments on Prashant Singh appointed SciLifeLab Fellow in data-driven life science

Prashant Singh has been awarded a SciLifeLab Fellow position and this returns as a PI to Uppsala and ISCL after a period as Assistant Professor in Computer Science at Umeå University! The fellowship is a tenure-track position and comes with a substantial startup package, and is a part of SciLifeLabs strategy to transform and expand…

Read More “Prashant Singh appointed SciLifeLab Fellow in data-driven life science” »

News, Uncategorized

Xiaobo Zhang joins the lab

Posted on By admin No Comments on Xiaobo Zhang joins the lab

We are happy to welcome Dr Xiaobo Zhang to the lab. Xiaobo will be working in the HASTE project, developing new methods for intelligent management of data streams composed of scientific data objects such as images. He brings expertise on working on compressed data in machine learning and edge computing. Xiaobo Zhao received the M.S….

Read More “Xiaobo Zhang joins the lab” »

HASTE, News

Omar Javed joins the group as a visiting PhD student

Posted on By admin No Comments on Omar Javed joins the group as a visiting PhD student

We are happy to welcome Omar Javad for his exchange year as a visiting PhD student! Omar a PhD student in Università della Svizzera italiana (USI), Switzerland. His research interest includes dynamic program analysis, mining software repositories, virtualization and runtime verification. In particular I am investigating dynamic program analysis technique for understanding functional and non-functional…

Read More “Omar Javed joins the group as a visiting PhD student” »

Applied Cloud Computing, News

Trusted Execution Environment (TEE) For Federated Learning

Posted on By admin No Comments on Trusted Execution Environment (TEE) For Federated Learning

The Scaleout team, in close collaboration with ISCL, was granted SEK 2.1M to explore the use of secure enclaves to increase the veracity in federated learning. Read more about the project here: https://www.scaleoutsystems.com/post/trusted-execution-environment-for-federated-learning

Data-Intensive Computing, FedML, Funding, News

Smart Resource Management for Data Streaming using an Online Bin-packing Strategy

Posted on By admin No Comments on Smart Resource Management for Data Streaming using an Online Bin-packing Strategy

The stream processing framework HarmonicIO is a prototype that addresses the needs for processing streams based on relatively large individual objects. In this regard, it is a specialized streaming framework well-suited for scientific workflows. Salman Toor and Oliver Stein presented this work, and our latest publication  Smart Resource Management for Data Streaming using an Online…

Read More “Smart Resource Management for Data Streaming using an Online Bin-packing Strategy” »

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

Sadi Alawadi joins the lab as a postdoc focusing on FedML

Posted on By admin No Comments on Sadi Alawadi joins the lab as a postdoc focusing on FedML

It is great to be able to welcome Sadi Alawadi to the lab! Sadi will work in our project scalable federated machine learning. This postdoc project is part of an eSSENCE initiative is connected to the new cross-disciplinary effort AI4Research at Uppsala University, with the aim to specifically support this effort by research on new e-Science methods…

Read More “Sadi Alawadi joins the lab as a postdoc focusing on FedML” »

FedML, News