6 citations · 8 across the 3 of their papers we have counts for
3 papers
cs.LG2022
Accelerating Transfer Learning with Near-Data Computation on Cloud Object Stores
Diana Petrescu, Arsany Guirguis, Do Le Quoc +3
Storage disaggregation underlies today's cloud and is naturally complemented by pushing down some computation to storage, thus mitigating the potential network bottleneck between t…
cs.OS2019★ 2 cited
Understanding and taming SSD read performance variability: HDFS case study
María F. Borge, Florin Dinu, Willy Zwaenepoel
In this paper we analyze the influence that lower layers (file system, OS, SSD) have on HDFS' ability to extract maximum performance from SSDs on the read path. We uncover and anal…
cs.DC2017★ 6 cited
Don't cry over spilled records: Memory elasticity of data-parallel applications and its application to cluster scheduling
Calin Iorgulescu, Florin Dinu, Aunn Raza +2
Understanding the performance of data-parallel workloads when resource-constrained has significant practical importance but unfortunately has received only limited attention. This…