Stratum: A Serverless Framework for Lifecycle Management of Machine Learning based Data Analytics Tasks

3 April 2019

Papers citing "Stratum: A Serverless Framework for Lifecycle Management of Machine Learning based Data Analytics Tasks"

8 / 8 papers shown

Title
SPIRT: A Fault-Tolerant and Reliable Peer-to-Peer Serverless ML Training Architecture Amine Barrak Mayssa Jaziri Ranim Trabelsi Fehmi Jaafar Fábio Petrillo 36 2 0 25 Sep 2023
Exploring the Impact of Serverless Computing on Peer To Peer Training Machine Learning Amine Barrak Ranim Trabelsi Fehmi Jaafar Fábio Petrillo 14 3 0 25 Sep 2023
MLLess: Achieving Cost Efficiency in Serverless Machine Learning Training Pablo Gimeno Sarroca Marc Sánchez Artigas 16 14 0 12 Jun 2022
On the Future of Cloud Engineering David Bermbach A. Chandra C. Krintz A. Gokhale Aleksander Slominski L. Thamsen Everton Cavalcante Tian Guo Ivona Brandić R. Wolski 35 23 0 19 Aug 2021
Towards Demystifying Serverless Machine Learning Training Jiawei Jiang Shaoduo Gan Yue Liu Fanlin Wang Gustavo Alonso Ana Klimovic Ankit Singla Wentao Wu Ce Zhang 19 121 0 17 May 2021
Caching Techniques to Improve Latency in Serverless Architectures B. Ghosh S. K. Addya N. Somy S. Nath Sandip Chakraborty S. Ghosh 24 19 0 17 Nov 2019
FECBench: A Holistic Interference-aware Approach for Application Performance Modeling Yogesh D. Barve Shashank Shekhar A. Chhokra S. Khare Anirban Bhattacharjee Zhuangwei Kang Hongyang Sun A. Gokhale 14 17 0 11 Apr 2019
BARISTA: Efficient and Scalable Serverless Serving System for Deep Learning Prediction Services Anirban Bhattacharjee A. Chhokra Zhuangwei Kang Hongyang Sun A. Gokhale G. Karsai 16 63 0 02 Apr 2019