9 citations · 12 across the 3 of their papers we have counts for
5 papers · 1 filter
"Smarter" NICs for faster molecular dynamics: a case study
Sara Karamati, Clayton Hughes, K. Scott Hemmert +6
This work evaluates the benefits of using a "smart" network interface card (SmartNIC) as a compute accelerator for the example of the MiniMD molecular dynamics proxy application. T…
Load-Balanced Sparse MTTKRP on GPUs
Israt Nisa, Jiajia Li, Aravind Sukumaran-Rajam +2
Sparse matricized tensor times Khatri-Rao product (MTTKRP) is one of the most computationally expensive kernels in sparse tensor computations. This work focuses on optimizing the M…
Programming Strategies for Irregular Algorithms on the Emu Chick
Eric Hein, Srinivas Eswar, Abdurrahman Yaşar +7
The Emu Chick prototype implements migratory memory-side processing in a novel hardware system. Rather than transferring large amounts of data across the system interconnect, the E…
A Microbenchmark Characterization of the Emu Chick
Jeffrey S. Young, Eric Hein, Srinivas Eswar +5
The Emu Chick is a prototype system designed around the concept of migratory memory-side processing. Rather than transferring large amounts of data across power-hungry, high-latenc…
Accurate, Fast and Scalable Kernel Ridge Regression on Parallel and Distributed Systems
Yang You, James Demmel, Cho-Jui Hsieh +1
We propose two new methods to address the weak scaling problems of KRR: the Balanced KRR (BKRR) and K-means KRR (KKRR). These methods consider alternative ways to partition the inp…