9 citations · 12 across the 2 of their papers we have counts for
2 papers
cs.DC2023★ 3 cited
Effective implementation of the High Performance Conjugate Gradient benchmark on GraphBLAS
Alberto Scolari, Albert-Jan Yzelman
Applications in High-Performance Computing (HPC) environments face challenges due to increasing complexity. Among them, the increasing usage of sparse data pushes the limits of dat…
cs.LG2018★ 9 cited
PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems
Yunseong Lee, Alberto Scolari, Byung-Gon Chun +3
Machine Learning models are often composed of pipelines of transformations. While this design allows to efficiently execute single model components at training time, prediction ser…