Search Results for author: Yizheng Huang

Found 4 papers, 1 papers with code

A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning

no code implementations5 Feb 2021 Huaizheng Zhang, Meng Shen, Yizheng Huang, Yonggang Wen, Yong Luo, Guanyu Gao, Kyle Guan

To save bandwidth and reduce RTT, VPaaS provides a new video streaming protocol that only sends low-quality video to the cloud.

Incremental Learning

InferBench: Understanding Deep Learning Inference Serving with an Automatic Benchmarking System

no code implementations4 Nov 2020 Huaizheng Zhang, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan

Our system design follows the best practice in DL clusters operations to expedite day-to-day DL service evaluation efforts by the developers.

MLModelCI: An Automatic Cloud Platform for Efficient MLaaS

1 code implementation9 Jun 2020 Huaizheng Zhang, Yuanming Li, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan

MLModelCI provides multimedia researchers and developers with a one-stop platform for efficient machine learning (ML) services.

Cannot find the paper you are looking for? You can Submit a new open access paper.