12 citations · 14 across the 3 of their papers we have counts for
3 papers
cs.DC2023★ 2 cited
An Ensemble Mobile-Cloud Computing Method for Affordable and Accurate Glucometer Readout
Navidreza Asadi, Maziar Goudarzi
Despite essential efforts towards advanced wireless medical devices for regular monitoring of blood properties, many such devices are not available or not affordable for everyone i…
cs.PF2022
FullPack: Full Vector Utilization for Sub-Byte Quantized Inference on General Purpose CPUs
Hossein Katebi, Navidreza Asadi, Maziar Goudarzi
Although prior art has demonstrated negligible accuracy drop in sub-byte quantization -- where weights and/or activations are represented by less than 8 bits -- popular SIMD instru…
cs.DC2022★ 12 cited
Variant Parallelism: Lightweight Deep Convolutional Models for Distributed Inference on IoT Devices
Navidreza Asadi, Maziar Goudarzi
Two major techniques are commonly used to meet real-time inference limitations when distributing models across resource-constrained IoT devices: (1) model parallelism (MP) and (2)…