Arjun Balasubramanian | DeepAI

DeepAI

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research

∙ 01/18/2021

Accelerating Deep Learning Inference via Learned Caches

Deep Neural Networks (DNNs) are witnessing increased adoption in multipl...

56 Arjun Balasubramanian, et al. ∙

research

∙ 02/07/2020

Accelerating Deep Learning Inference via Freezing

Over the last few years, Deep Neural Networks (DNNs) have become ubiquit...

11 Adarsh Kumar, et al. ∙

research

∙ 11/22/2019

Archipelago: A Scalable Low-Latency Serverless Platform

The increased use of micro-services to build web applications has spurre...

0 Arjun Singhvi, et al. ∙

research

∙ 07/02/2019

Themis: Fair and Efficient GPU Cluster Scheduling for Machine Learning Workloads

Modern distributed machine learning (ML) training workloads benefit sign...

0 Kshiteej Mahajan, et al. ∙