17 citations · 44 across the 8 of their papers we have counts for
3 papers · 1 filter
TrimTuner: Efficient Optimization of Machine Learning Jobs in the Cloud via Sub-Sampling
Pedro Mendes, Maria Casimiro, Paolo Romano +1
This work introduces TrimTuner, the first system for optimizing machine learning jobs in the cloud to exploit sub-sampling techniques to reduce the cost of the optimization process…
Stretching the capacity of Hardware Transactional Memory in IBM POWER architectures
Ricardo Filipe, Shady Issa, Paolo Romano +1
The hardware transactional memory (HTM) implementations in commercially available processors are significantly hindered by their tight capacity constraints. In practice, this rende…
Bandwidth-Aware Page Placement in NUMA
David Gureya, João Neto, Reza Karimi +6
Page placement is a critical problem for memoryintensive applications running on a shared-memory multiprocessor with a non-uniform memory access (NUMA) architecture. State-of-the-a…