413 citations · 997 across the 48 of their papers we have counts for
3 papers · 1 filter
Elastic Fidelity: Trading-off Computational Accuracy for Energy Reduction
Sourya Roy, Tyler Clemons, S M Faisal +3
Power dissipation and energy consumption have become one of the most important problems in the design of processors today. This is especially true in power-constrained environments…
Bayesian Locality Sensitive Hashing for Fast Similarity Search
Venu Satuluri, Srinivasan Parthasarathy
Given a collection of objects and an associated similarity measure, the all-pairs similarity search problem asks us to find all pairs of objects with similarity greater than a cert…
Fast Sparse Matrix-Vector Multiplication on GPUs: Implications for Graph Mining
Xintian Yang, Srinivasan Parthasarathy, Ponnuswamy Sadayappan
Scaling up the sparse matrix-vector multiplication kernel on modern Graphics Processing Units (GPU) has been at the heart of numerous studies in both academia and industry. In this…