71 citations · 90 across the 3 of their papers we have counts for
3 papers
cs.DC2020★ 71 cited
Serving DNNs like Clockwork: Performance Predictability from the Bottom Up
Arpan Gujarati, Reza Karimi, Safya Alzayat +4
Machine learning inference is becoming a core building block for interactive web applications. As a result, the underlying model serving systems on which these applications depend…
cs.DC2020★ 17 cited
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…
cs.PF2017★ 2 cited
MITHRIL: Mining Sporadic Associations for Cache Prefetching
Juncheng Yang, Reza Karimi, Trausti Sæmundsson +2
The growing pressure on cloud application scalability has accentuated storage performance as a critical bottle- neck. Although cache replacement algorithms have been extensively st…