MLModelCI: An Automatic Cloud Platform for Efficient MLaaS

MLModelCI: An Automatic Cloud Platform for Efficient MLaaS

9 June 2020

Huaizheng Zhang

Papers citing "MLModelCI: An Automatic Cloud Platform for Efficient MLaaS"

14 / 14 papers shown

Title
Threats, Attacks, and Defenses in Machine Unlearning: A Survey Ziyao Liu Huanyi Ye Chen Chen Yongsen Zheng K. Lam AAML MU 35 28 0 20 Mar 2024
DataCI: A Platform for Data-Centric AI on Streaming Data Huaizheng Zhang Yizheng Huang Yuanming Li 28 0 0 27 Jun 2023
FDINet: Protecting against DNN Model Extraction via Feature Distortion Index Hongwei Yao Zheng Li Haiqin Weng Feng Xue Kui Ren Zhan Qin 41 4 0 20 Jun 2023
Machine Unlearning: A Survey Heng Xu Tianqing Zhu Lefeng Zhang Wanlei Zhou Philip S. Yu MU 41 19 0 06 Jun 2023
The Pipeline for the Continuous Development of Artificial Intelligence Models -- Current State of Research and Practice M. Steidl Michael Felderer Rudolf Ramler 21 41 0 21 Jan 2023
Management of Machine Learning Lifecycle Artifacts: A Survey Marius Schlegel K. Sattler 25 35 0 21 Oct 2022
Active-Learning-as-a-Service: An Automatic and Efficient MLOps System for Data-Centric AI Yizheng Huang Huaizheng Zhang Yuanming Li C. Lau Yang You 21 2 0 19 Jul 2022
SMLT: A Serverless Framework for Scalable and Adaptive Machine Learning Design and Training Ahsan Ali Syed Zawad Paarijaat Aditya Istemi Ekin Akkus Ruichuan Chen Feng Yan 34 9 0 04 May 2022
Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting Yanghua Xiao Nana Hou Eng Siong Chng CLL 19 15 0 30 Mar 2022
ModelCI-e: Enabling Continual Learning in Deep Learning Serving Systems Yizheng Huang Huaizheng Zhang Yonggang Wen Peng Sun Nguyen Binh Duong Ta CLL VLM 22 12 0 06 Jun 2021
ModelPS: An Interactive and Collaborative Platform for Editing Pre-trained Models at Scale Yuanming Li Huaizheng Zhang Shanshan Jiang Fan Yang Yonggang Wen Yong Luo 21 2 0 18 May 2021
EasyFL: A Low-code Federated Learning Platform For Dummies Weiming Zhuang Xin Gan Yonggang Wen Shuai Zhang FedML 27 46 0 17 May 2021
InferBench: Understanding Deep Learning Inference Serving with an Automatic Benchmarking System Huaizheng Zhang Yizheng Huang Yonggang Wen Jianxiong Yin K. Guan 14 3 0 04 Nov 2020
Hysia: Serving DNN-Based Video-to-Retail Applications in Cloud Huaizheng Zhang Yuanming Li Qiming Ai Yong Luo Yonggang Wen Yichao Jin T. Duong 3DH 11 10 0 09 Jun 2020