Rafiki: Machine Learning as an Analytics Service System

Rafiki: Machine Learning as an Analytics Service System

17 April 2018

Papers citing "Rafiki: Machine Learning as an Analytics Service System"

10 / 10 papers shown

Title
Loki: A System for Serving ML Inference Pipelines with Hardware and Accuracy Scaling Sohaib Ahmad Hui Guan Ramesh K. Sitaraman 20 4 0 04 Jul 2024
Management of Machine Learning Lifecycle Artifacts: A Survey Marius Schlegel K. Sattler 17 35 0 21 Oct 2022
Task Selection for AutoML System Evaluation Jon Lorraine Nihesh Anderson Chansoo Lee Quentin de Laroussilhe Mehadi Hassen 38 4 0 26 Aug 2022
A Survey on Deep Reinforcement Learning for Data Processing and Analytics Qingpeng Cai Can Cui Yiyuan Xiong Wei Wang Zhongle Xie Meihui Zhang OffRL 16 29 0 10 Aug 2021
BAGUA: Scaling up Distributed Learning with System Relaxations Shaoduo Gan Xiangru Lian Rui Wang Jianbin Chang Chengjun Liu ... Jiawei Jiang Binhang Yuan Sen Yang Ji Liu Ce Zhang 20 30 0 03 Jul 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 47 94 0 01 Jul 2021
GALA: Greedy ComputAtion for Linear Algebra in Privacy-Preserved Neural Networks Qiao Zhang Chunsheng Xin Hongyi Wu 17 49 0 05 May 2021
Accelerating Deep Learning Inference via Learned Caches Arjun Balasubramanian Adarsh Kumar Yuhan Liu Han Cao Shivaram Venkataraman Aditya Akella 20 17 0 18 Jan 2021
The Machine Learning Bazaar: Harnessing the ML Ecosystem for Effective System Development Micah J. Smith Carles Sala Cladellas James Max Kanter K. Veeramachaneni 8 47 0 22 May 2019
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016