Model Selection for Latency-Critical Inference Serving

Author:

Mendoza Daniel1ORCID,Romero Francisco1ORCID,Trippel Caroline1ORCID

Affiliation:

1. Stanford University

Funder

The German Federal Ministry of Education and Research (BMBF)

Publisher

ACM

Reference57 articles.

1. ArchiveTeam 2018. Twitter Streaming Traces. https://archive.org/details/archiveteam- twitter-stream- 2018- 04.

2. AWS. 2019. Deliver high performance ML inference with AWS Inferentia. https://d1.awsstatic.com/events/reinvent/2019/REPEAT_1_Deliver_high_performance_ML_inference_with_AWS_Inferentia_CMP324-R1.pdf.

3. OPTIMAL CONTROL POLICIES FOR AN M/M/1 QUEUE WITH A REMOVABLE SERVER AND DYNAMIC SERVICE RATES

4. Benchmark Analysis of Representative Deep Neural Network Architectures

5. Marshall Choy. 2021. Accelerating the Modern Machine Learning Workhorse: Recommendation Inference. https://sambanova.ai/blog/accelerating-the-modern-ml-workhorse-recommendation-inference/

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