DL2: A Deep Learning-driven Scheduler for Deep Learning Clusters

13 September 2019

Papers citing "DL2: A Deep Learning-driven Scheduler for Deep Learning Clusters"

6 / 6 papers shown

Title
BQSched: A Non-intrusive Scheduler for Batch Concurrent Queries via Reinforcement Learning Chenhao Xu Chunyu Chen Jinglin Peng Jiannan Wang Jun Gao OffRL AI4TS 48 0 0 27 Apr 2025
Scheduling Multi-Server Jobs with Sublinear Regrets via Online Learning Hailiang Zhao Shuiguang Deng Zhengzhe Xiang Xueqiang Yan Jianwei Yin Schahram Dustdar Albert Y. Zomaya 20 1 0 11 May 2023
Task Placement and Resource Allocation for Edge Machine Learning: A GNN-based Multi-Agent Reinforcement Learning Paradigm Yihong Li Xiaoxi Zhang Tian Zeng Jingpu Duan Chuanxi Wu Di Wu Xu Chen 8 15 0 01 Feb 2023
Learning to Schedule Multi-Server Jobs with Fluctuated Processing Speeds Hailiang Zhao Shuiguang Deng Feiyi Chen Jianwei Yin Schahram Dustdar Albert Y. Zomaya 26 5 0 09 Apr 2022
Online Evolutionary Batch Size Orchestration for Scheduling Deep Learning Workloads in GPU Clusters Chen Sun Shenggui Li Jinyue Wang Jun Yu 52 47 0 08 Aug 2021
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,364 0 25 Aug 2014