Understanding and Optimizing Workloads for Unified Resource Management in Large Cloud Platforms

Author:

Lu Chengzhi1ORCID,Xu Huanle2ORCID,Ye Kejiang3ORCID,Xu Guoyao4ORCID,Zhang Liping4ORCID,Yang Guodong4ORCID,Xu Chengzhong2ORCID

Affiliation:

1. Shenzhen Institute of Advanced Technology, CAS, University of CAS, University of Macau, Macau, Macao

2. University of Macau, Macau SAR, China, Macau, Macao

3. Shenzhen Institute of Advanced Technology, CAS, Shenzhen, China

4. Alibaba Group, Hangzhou, China

Funder

Key-Area Research and Development Program of Guangdong Province

Science and Technology Development Fund of Macau

National Key Research and Development Program of China

National Natural Science Foundation of China

Multi-Year Research Grant of University of Macau

Alibaba Innovative Research Program

Publisher

ACM

Reference67 articles.

1. Alibaba. 2018. Alibaba Cluster Dataset. https://github.com/alibaba/clusterdata Alibaba. 2018. Alibaba Cluster Dataset. https://github.com/alibaba/clusterdata

2. Aliware. 2021. Unified Scheduling System First Implemented on a Large Scale While Supporting Alibaba's Businesses During Double 11. https://www.alibabacloud.com/blog/ Aliware. 2021. Unified Scheduling System First Implemented on a Large Scale While Supporting Alibaba's Businesses During Double 11. https://www.alibabacloud.com/blog/

3. George Amvrosiadis , Jun Woo Park , Gregory R. Ganger , Garth A. Gibson , Elisabeth Baseman , and Nathan DeBardeleben . 2018 . On the Diversity of Cluster Workloads and Its Impact on Research Results . In Proceedings of the 2018 USENIX Conference on Usenix Annual Technical Conference (Boston, MA, USA) (USENIX ATC '18). 533--546 . George Amvrosiadis, Jun Woo Park, Gregory R. Ganger, Garth A. Gibson, Elisabeth Baseman, and Nathan DeBardeleben. 2018. On the Diversity of Cluster Workloads and Its Impact on Research Results. In Proceedings of the 2018 USENIX Conference on Usenix Annual Technical Conference (Boston, MA, USA) (USENIX ATC '18). 533--546.

4. Take it to the limit

5. Eric Boutin , Jaliya Ekanayake , Wei Lin , Bing Shi , Jingren Zhou , Zhengping Qian , Ming Wu , and Lidong Zhou . 2014 . Apollo: Scalable and Coordinated Scheduling for Cloud-Scale Computing . In Proceedings of the 11th USENIX Conference on Operating Systems Design and Implementation ( Broomfield, CO) (OSDI'14). 285--300. Eric Boutin, Jaliya Ekanayake, Wei Lin, Bing Shi, Jingren Zhou, Zhengping Qian, Ming Wu, and Lidong Zhou. 2014. Apollo: Scalable and Coordinated Scheduling for Cloud-Scale Computing. In Proceedings of the 11th USENIX Conference on Operating Systems Design and Implementation (Broomfield, CO) (OSDI'14). 285--300.

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