4 papers
Both Ends Count! Just How Good are LLM Agents at "Text-to-Big SQL"?
Germán T. Eizaguirre, Lars Tissen, Marc Sánchez-Artigas
Text-to-SQL and Big Data are both extensively benchmarked fields, yet there is limited research that evaluates them jointly. In the real world, Text-to-SQL systems are often embedd…
Exploiting Inherent Elasticity of Serverless in Irregular Algorithms
Gerard Finol, Gerard París, Pedro García-López +1
Serverless computing, in particular the Function-as-a-Service (FaaS) execution model, has recently shown to be effective for running large-scale computations. However, little atten…
EGEON: Software-Defined Data Protection for Object Storage
Raul Saiz-Laudo, Marc Sanchez-Artigas
With the growth in popularity of cloud computing, object storage systems (e.g., Amazon S3, OpenStack Swift, Ceph) have gained momentum for their relatively low per-GB costs and hig…
A milestone for FaaS pipelines; object storage vs VM-driven data exchange
Germán T. Eizaguirre, Marc Sánchez-Artigas, Pedro García-López
Serverless functions provide high levels of parallelism, short startup times, and "pay-as-you-go" billing. These attributes make them a natural substrate for data analytics workflo…