4 papers
Protecting Futures against Silent Data Corruption -- Efficient Task Replication for Dynamic Data Dependencies
Rüdiger Nather, Claudia Fohry, Mia Reitz
As the size of computational problems grows, so does the likelihood of Silent Data Corruptions (SDCs). A common defense is replication, where the computation is repeated and correc…
Silent Data Corruption Protection through Efficient Task Replication
Mia Reitz, Claudia Fohry
The trend of increasing cluster sizes of supercomputers leads to a growing susceptibility to Silent Data Corruption (SDC) that can invalidate program results. A common strategy for…
User Experiences with MPI RMA and ULFM in a Resilient Key-Value Store Implementation
Claudia Fohry, Rainer Fink
As hardware failures such as node losses become increasingly common, MPI programmers may want to save vulnerable data in a resilient store. While third-party storage solutions such…
Scoping Review of Active Learning Strategies and their Evaluation Environments for Entity Recognition Tasks
Philipp Kohl, Yoka Krämer, Claudia Fohry +1
We conducted a scoping review for active learning in the domain of natural language processing (NLP), which we summarize in accordance with the PRISMA-ScR guidelines as follows: Ob…