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
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
Cited by
8 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. IOGuard: Software-Based I/O Page Fault Handling with One CPU Core;Proceedings of the 15th Asia-Pacific Symposium on Internetware;2024-07-24
2. Toward Using Representation Learning for Cloud Resource Usage Forecasting;Proceedings of the 2024 Workshop on AI For Systems;2024-06-03
3. Do Predictors for Resource Overcommitment Even Predict?;Proceedings of the 4th Workshop on Machine Learning and Systems;2024-04-22
4. Thoth: Provisioning Over-Committed Memory Resource with Differentiated QoS in Public Clouds;2023 IEEE International Conference on High Performance Computing & Communications, Data Science & Systems, Smart City & Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys);2023-12-17
5. Is Machine Learning Necessary for Cloud Resource Usage Forecasting?;Proceedings of the 2023 ACM Symposium on Cloud Computing;2023-10-30