High-Performance Computing and its use in bioinformatics

Course/Event Essentials

Event/Course Start
Event/Course End
Event/Course Format
Online
Live (synchronous)

Venue Information

Country: Slovakia
Venue Details: Click here

Training Content and Scope

Level of Instruction
Other
Sector of the Target Audience
Other (general public...)
Language of Instruction

Other Information

Organiser
Supporting Project(s)
EuroCC2/CASTIEL2
Event/Course Description

High-Performance Computing (HPC) has become an indispensable tool in bioinformatics, driving advances in data analysis, modeling, and simulation. As biological data grows exponentially due to high-throughput technologies such as next-generation sequencing, proteomics, and metabolomics, traditional computing resources often need to be improved to handle the volume, variety, and velocity of the data. HPC provides the computational power and storage capacity required to process and analyze large-scale datasets efficiently. It enables the execution of complex algorithms for tasks such as genome assembly, molecular dynamics simulations, protein structure prediction, and phylogenetic analysis. Furthermore, HPC facilitates the integration of diverse data types and the development of sophisticated models to understand biological systems at a systems biology level. By leveraging parallel processing and large memory capacities, HPC allows researchers to perform large-scale analyses that would be otherwise impossible, accelerating discoveries in genomics, personalized medicine, and evolutionary biology. Thus, HPC is transforming bioinformatics by enabling more accurate, timely, and scalable computational analysis, which is essential for addressing the challenges of modern biological research. In the lecture, we will cover the basics of HPC use in bioinformatics with specific examples from the research such as The Humane Genome Project.