Scalable Analytics Model Calibration with Online Aggregation. - Florin Rusu; Chengjie Qin; Martin Torres (IEEE Data Eng. Bull., 2015)

Performance Implications of Processing-in-Memory Designs on Data-Intensive Applications. - Borui Wang; Martin Torres; Dong Li 001; Jishen Zhao; Florin Rusu (ICPP Workshops, 2016)

Scalable Asynchronous Gradient Descent Optimization for Out-of-Core Models. - Chengjie Qin; Martin Torres; Florin Rusu (Proc. VLDB Endow., 2017)

Stochastic Gradient Descent on Highly-Parallel Architectures. - Yujing Ma; Florin Rusu; Martin Torres (CoRR, 2018)

Stochastic Gradient Descent on Modern Hardware: Multi-core CPU or GPU? Synchronous or Asynchronous? - Yujing Ma; Florin Rusu; Martin Torres (IPDPS, 2019)