6 citations · 16 across the 9 of their papers we have counts for
3 papers · 1 filter
Attack of the Knights: A Non Uniform Cache Side-Channel Attack
Farabi Mahmud, Sungkeun Kim, Harpreet Singh Chawla +3
For a distributed last-level cache (LLC) in a large multicore chip, the access time to one LLC bank can significantly differ from that to another due to the difference in physical…
MERCURY: Accelerating DNN Training By Exploiting Input Similarity
Vahid Janfaza, Kevin Weston, Moein Razavi +4
Deep Neural Networks (DNN) are computationally intensive to train. It consists of a large number of multidimensional dot products between many weights and input vectors. However, t…
Continual Learning Approach for Improving the Data and Computation Mapping in Near-Memory Processing System
Pritam Majumder, Jiayi Huang, Sungkeun Kim +4
The resurgence of near-memory processing (NMP) with the advent of big data has shifted the computation paradigm from processor-centric to memory-centric computing. To meet the band…