59 citations · 72 across the 7 of their papers we have counts for
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cs.AR2022
Multiply-and-Fire (MNF): An Event-driven Sparse Neural Network Accelerator
Miao Yu, Tingting Xiang, Venkata Pavan Kumar Miriyala +1
Machine learning, particularly deep neural network inference, has become a vital workload for many computing systems, from data centers and HPC systems to edge-based computing. As…
cs.AR2021
Efficient Instruction Scheduling using Real-time Load Delay Tracking
Andreas Diavastos, Trevor E. Carlson
Many hardware structures in today's high-performance out-of-order processors do not scale in an efficient way. To address this, different solutions have been proposed that build ex…
cs.AR2020
CARGO : Context Augmented Critical Region Offload for Network-bound datacenter Workloads
Siddharth Rai, Trevor E. Carlson
Network bound applications, like a database server executing OLTP queries or a caching server storing objects for a dynamic web applications, are essential services that consumers…