Martin Torres

Publication Activity (10 Years)

Years Active: 2015-2019
Publications (10 Years): 4

Top Topics

Parallel Architectures

Stochastic Gradient Descent

Top Venues

Proc. VLDB Endow.

Publications

Yujing Ma, Florin Rusu, Martin Torres
Stochastic Gradient Descent on Modern Hardware: Multi-core CPU or GPU? Synchronous or Asynchronous? IPDPS (2019)
Yujing Ma, Florin Rusu, Martin Torres
Stochastic Gradient Descent on Highly-Parallel Architectures. CoRR (2018)
Chengjie Qin, Martin Torres, Florin Rusu
Scalable Asynchronous Gradient Descent Optimization for Out-of-Core Models. Proc. VLDB Endow. 10 (10) (2017)
Borui Wang, Martin Torres, Dong Li, Jishen Zhao, Florin Rusu
Performance Implications of Processing-in-Memory Designs on Data-Intensive Applications. ICPP Workshops (2016)
Florin Rusu, Chengjie Qin, Martin Torres
Scalable Analytics Model Calibration with Online Aggregation. IEEE Data Eng. Bull. 38 (3) (2015)