Characterizing Distributed Machine Learning Workloads on Apache Spark

This dataset was used for our submission at Middleware'22 titled: "Characterizing Distributed ML Workloads" It will contains the description and the raw data, its format, as well as a detailed description of the cluster deployments used by these experiments. The full paper is available here: https://dl.acm.org/doi/10.1145/3590140.3629112本数据集用于我们在Middleware’22会议提交的题为《分布式机器学习（Distributed ML）工作负载特征化》的论文。 本数据集包含数据集的描述信息、原始数据及其格式，同时还详细介绍了本次实验所采用的集群部署方案。 完整论文可通过以下链接获取： https://dl.acm.org/doi/10.1145/3590140.3629112