Workload consolidation in alibaba clusters

Author:

Zhang Yongkang1,Yu Yinghao2,Wang Wei1,Chen Qiukai2,Wu Jie2,Zhang Zuowei2,Zhong Jiang2,Ding Tianchen2,Weng Qizhen1,Yang Lingyun1,Wang Cheng2,He Jian3,Yang Guodong2,Zhang Liping2

Affiliation:

1. HKUST, Hong Kong, China

2. Alibaba Group, Hangzhou, China

3. Alibaba Group

Funder

General Research Fund, the Research Grants Council (RGC) of Hong Kong, China

Hong Kong PhD Fellowship Scheme, the Research Grants Council (RGC) of Hong Kong, China

Alibaba Innovative Research (AIR) Programme, Alibaba Group, China

Publisher

ACM

Reference60 articles.

1. Alibaba. 2022. Alibaba production cluster data. https://github.com/alibaba/clusterdata. Alibaba. 2022. Alibaba production cluster data. https://github.com/alibaba/clusterdata.

2. Amazon. 2022. Amazon EC2 Auto Scaling Introduces Predictive Scaling as a Native Scaling Policy. https://aws.amazon.com/about-aws/whats-new/2021/05/amazon-ec2-auto-scaling-introduces-predictive-scaling-native-scaling-policy/. Amazon. 2022. Amazon EC2 Auto Scaling Introduces Predictive Scaling as a Native Scaling Policy. https://aws.amazon.com/about-aws/whats-new/2021/05/amazon-ec2-auto-scaling-introduces-predictive-scaling-native-scaling-policy/.

3. Deep Learning-based Job Placement in Distributed Machine Learning Clusters

4. Take it to the limit

5. Multi-objective job placement in clusters. In SC15: International Conference for High Performance Computing;Blagodurov Sergey;Networking, Storage and Analysis. IEEE/ACM,2015

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