12 citations · 14 across the 4 of their papers we have counts for
4 papers
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…
SPARTA: A Divide and Conquer Approach to Address Translation for Accelerators
Javier Picorel, Seyed Alireza Sanaee Kohroudi, Zi Yan +3
Virtual memory (VM) is critical to the usability and programmability of hardware accelerators. Unfortunately, implementing accelerator VM efficiently is challenging because the are…
Design Guidelines for High-Performance SCM Hierarchies
Dmitrii Ustiugov, Alexandros Daglis, Javier Picorel +4
With emerging storage-class memory (SCM) nearing commercialization, there is evidence that it will deliver the much-anticipated high density and access latencies within only a few…
Near-Memory Address Translation
Javier Picorel, Djordje Jevdjic, Babak Falsafi
Memory and logic integration on the same chip is becoming increasingly cost effective, creating the opportunity to offload data-intensive functionality to processing units placed i…