Krishna Narra | DeepAI

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research

∙ 06/05/2019

Collage Inference: Achieving low tail latency during distributed image classification using coded redundancy models

Reducing the latency variance in machine learning inference is a key req...

0 Krishna Narra, et al. ∙

research

∙ 04/15/2019

Distributed Matrix Multiplication Using Speed Adaptive Coding

While performing distributed computations in today's cloud-based platfor...

1 Krishna Narra, et al. ∙

research

∙ 11/08/2018

GradiVeQ: Vector Quantization for Bandwidth-Efficient Gradient Aggregation in Distributed CNN Training

Data parallelism can boost the training speed of convolutional neural ne...

0 Mingchao Yu, et al. ∙