4 papers
Hybrid Cloud Architectures for Research Computing: Applications and Use Cases
Xaver Stiensmeier, Alexander Kanitz, Jan Krüger +12
Scientific research increasingly depends on robust and scalable IT infrastructures to support complex computational workflows. With the proliferation of services provided by resear…
On the Costs and Benefits of Learned Indexing for Dynamic High-Dimensional Data: Extended Version
Terézia Slanináková, Jaroslav Olha, David Procházka +2
One of the main challenges within the growing research area of learned indexing is the lack of adaptability to dynamically expanding datasets. This paper explores the dynamization…
EOSC CZ: Towards the development of Czech national ecosystem for FAIR research data
Matej Antol, Jiri Marek, Michaela Capandova +2
This short paper presents a compact overview of the Czech approach to implementing the European Open Science Cloud and plans for developing a Czech national infrastructure for FAIR…
Learned Indexing in Proteins: Extended Work on Substituting Complex Distance Calculations with Embedding and Clustering Techniques
Jaroslav Oľha, Terézia Slanináková, Martin Gendiar +2
Despite the constant evolution of similarity searching research, it continues to face the same challenges stemming from the complexity of the data, such as the curse of dimensional…