Computer Science - Large-scale Computing and Data Analysis (LSCA)

  • Postal address

    Konemiehentie 2, Computer Science building

    Finland

Organization profile

Profile Information

Large-scale Computing and Data Analysis
Department of Computer Science Research area

Large-scale distributed/parallel systems and big data analysis and management.

The area focuses on novel methods, techniques, algorithms, and tools both for computing with large-scale distributed/parallel systems, and for big data analysis and management. Another focus is on identifying, optimizing, engineering, and verifying computationally challenging parts of software systems, dealing with huge amounts of data and computing resources, used in various application domains.

Research topics:

  • Programming models, tools and runtime systems for large-scale computing
  • Data intensive computing
  • High performance/extreme-scale computing/quantum computing
  • Performance, reliability, and elasticity for large-scale systems
  • Big data platforms and management
  • Large-scale data analysis and visualization
  • Data science and machine learning in large-scale systems
  • Computational models/algorithms for astrophysics, biophysics, dynamical systems, space plasmas, fusion plasmas, geoscience/earth observation

Research area webpage: https://www.aalto.fi/en/department-of-computer-science/large-scale-computing-and-data-analysis

Department of Computer Science

UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):

  • SDG 3 - Good Health and Well-being
  • SDG 7 - Affordable and Clean Energy

Network

Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
  • Supernovae and Interstellar Dust

    Frederick Gent (Organiser), Florian Kirschlager (Organiser), Lars Mattsson (Organiser), Miikka Väisälä (Participant), Mika Juvela (Participant), Axel Brandenburg (Participant), Maarit Käpylä (Participant) & Jonathan Slavin (Participant)

    12 Apr 202114 Apr 2021

    Activity: Participating in or organising an event typesOrganization of a workshop, panel, session or tutorial