cluster-trace-gpu-v2020在 2 个月内包含大约 6500 台机器。它描述了由阿里巴巴 PAI(人工智能平台)在 GPU 集群上提供的 MLaaS(机器学习即服务)中的 AI/ML 工作负载。查看已发布数据、数据模式和数据处理脚本和 Jupyter notebook 的子目录(pai_gpu_trace_2020)。 我们将在接下来的几个月发布与微服务相关的 clus...
2018 年 10 月,在美国哈佛黑客马拉松Hack Harvard 闭幕式上,阿里系统软件事业部高级工程师徐国耀(祜休)进行了《Resource Management in Alibaba: Colocation at Large Scale》的主题演讲,并宣布成立了基础设施架构学术兴趣小组,发布了 Alibaba Open Cluster Trace Program。 第一期公开课已经在紧锣密鼓的筹备中。 关于...
The Alibaba Cluster Trace Program is published by Alibaba Group. By providing cluster trace from real production, the program helps the researchers, students and people who are interested in the field to get better understanding of the characterastics of modern internet data centers (IDC's) and ...
Alibaba Cluster Trace Program Overview TheAlibaba Cluster Trace Programis published by Alibaba Group. By providing cluster trace from real production, the program helps the researchers, students and people who are interested in the field to get better understanding of the characterastics of modern int...
而管理一个异构混布共享集群并非易事,仍有很多open challenge亟待我们去解决,我们也希望我们的方案和发现能给到更多同行和老师以启发。作为Alibaba Cluster Trace Program的一部分,我们在Github上开源了超过6500张GPU,上千台机器的真实profiling信息,以及2个月的生产环境的PAI深度学习任务...
In this paper, we present a comprehensive analysis of GPU cluster traces from Alibaba, released in 2023, focusing on understanding the detailed settings of nodes and pods and the important numbers related to them. By examining the configurations of 1,523 nodes, predominantly GPU-based, we ...
In a cluster that has multiple virtual nodes, you can specify a virtual node to collect its metrics. This reduces the amount of data collected at a time. When a large number of containers are deployed on virtual nodes, this solution can efficiently reduce the loads of the monitoring trace....
Scenario: You configure a DTS task to replicate data to a Kafka cluster that is connected over Express Connect, VPN Gateway, or Smart Access Gateway. Possible cause: You enter a domain name in the IP address field. Solution: You can enter only an IP address in the IP address field. ...
and is pre-aggregated and stored in the Region dimension. During analysis, due to the need for cross-region aggregation and statistics, the inspection platform first tries to build a large Flink cluster on the intranet for statistical analysis. However, in actual use, the following problems were...
registry { type = "nacos" nacos { serverAddr = "localhost" namespace = "public" cluster = "default" } } config { type = "nacos" nacos { serverAddr = "localhost" namespace = "public" cluster = "default" } } 修改配置文件 nacos-config.txt ...