Accelerating Deep Learning Training Through Transparent Storage Tiering Dantas M, Leitão D, Cui P, Macedo R, Liu X, Xu W, Paulo J. IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGrid), 2022.
2021
The Case for Storage Optimization Decoupling in Deep Learning Frameworks Macedo R, Correia C, Dantas M, Brito C, Xu W, Tanimura Y, Haga J, Paulo J. Workshop on Re-envisioning Extreme-Scale I/O for Emerging Hybrid HPC Workloads (REX-IO), colocated with Cluster, 2021.
Monarch: Hierarchical Storage Management for Deep Learning Frameworks Dantas M, Leitão D, Correia C, Macedo R, Xu W, Paulo J. Workshop on Re-envisioning Extreme-Scale I/O for Emerging Hybrid HPC Workloads (REX-IO), colocated with Cluster, 2021.