Search Results for author: Kartik Lakhotia

Found 2 papers, 1 papers with code

SPEC2: SPECtral SParsE CNN Accelerator on FPGAs

no code implementations16 Oct 2019 Yue Niu, Hanqing Zeng, Ajitesh Srivastava, Kartik Lakhotia, Rajgopal Kannan, Yanzhi Wang, Viktor Prasanna

On the other hand, weight pruning techniques address the redundancy in model parameters by converting dense convolutional kernels into sparse ones.

Accelerating PageRank using Partition-Centric Processing

1 code implementation21 Sep 2017 Kartik Lakhotia, Rajgopal Kannan, Viktor Prasanna

The traditional PageRank implementation generates fine granularity random memory accesses resulting in large amount of wasteful DRAM traffic and poor bandwidth utilization.

Distributed, Parallel, and Cluster Computing Data Structures and Algorithms Performance

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