CoFB: latency-constrained co-scheduling of flows and batches for deep learning inference service on the CPU–GPU system

Author:

Zhang Qi,Liu Yi,Liu Tao,Qian Depei

Publisher

Springer Science and Business Media LLC

Subject

Hardware and Architecture,Information Systems,Theoretical Computer Science,Software

Reference47 articles.

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4. Chen T, Moreau T, Jiang Z, et al (2018) TVM: an automated end-to-end optimizing compiler for deep learning. In: 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 18), pp 578–594

5. Choi Y, Rhu M (2020) Prema: a predictive multi-task scheduling algorithm for preemptible neural processing units. In: 2020 IEEE International Symposium on High Performance Computer Architecture (HPCA). IEEE, pp 220–233

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