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LUMI provides new opportunities for artificial intelligence research

Researcher Kimmo Kartasalo from Tampere University is very familiar with the requirements of artificial intelligence applications. Kartasalo believes that LUMI supercomputer and its huge computing capacity will open up a lot of different research opportunities, for example, in research utilizing AI.

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Exploring machine learning frameworks for cloud and supercomputing. Blog post 3/3

In this final part of the blog post series we will look at existing frameworks for implementing the combined machine learning workflow for HPC environments.

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Combined machine learning framework for supercomputing. Blog post 2/3

What would a combined machine learning framework look like and which primary components it requires? From the technical point-of-view, it makes most sense to have the interactive part running on Kubernetes, while the batch jobs would run in the HPC cluster.

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High-Performance Digitisation - giving a boost to the description of digital data

In the High-Performance Digitisation project, CSC, the National Archives and the National Library of Finland are jointly tackling the challenge of artificial intelligence and data processing. The purpose of the project is to create a service for memory organizations facilitating the processing of data: absence or inadequacy of metadata and poor search functions make digital material more difficult to use.

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