Yugong: Geo-Distributed Data and Job Placement at Scale
Summary: Yugong jointly places projects, replicates tables, and outsources jobs across geo-distributed data centers to minimize cross-DC bandwidth. Integrated with Alibaba’s analytics platform and scheduler, it scales this optimization to EB-scale data and millions of batch jobs. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yuzhen Huang (Alibaba; Chinese University of Hong Kong)
- 2. Yingjie Shi (Alibaba)
- 3. Zheng Zhong (Alibaba; Chinese University of Hong Kong)
- 4. Yihui Feng (Alibaba)
- 5. James Cheng (Chinese University of Hong Kong)
- 6. Jiwei Li (Alibaba)
- 7. Haochuan Fan (Alibaba)
- 8. Chao Li (Alibaba)
- 9. Tao Guan (Alibaba)
- 10. Jingren Zhou (Alibaba)
BibTeX Citation
@article{huang_vldb19,
title = {{Yugong: Geo-Distributed Data and Job Placement at Scale}},
author = {Huang, Yuzhen and Shi, Yingjie and Zhong, Zheng and Feng, Yihui and Cheng, James and Li, Jiwei and Fan, Haochuan and Li, Chao and Guan, Tao and Zhou, Jingren},
journal = {PVLDB},
series = {{VLDB} '19},
volume = {12},
number = {12},
pages = {2155--2169},
doi = {10.14778/3352063.3352132},
url = {https://doi.org/10.14778/3352063.3352132},
year = {2019}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,513 | Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures | 2023 | VLDB | 7.2253231e-05 |
| 11,661 | ResLake: Towards Minimum Job Latency and Balanced Resource Utilization in Geo-distributed Job Scheduling | 2024 | VLDB | 4.9605343e-05 |
| 12,081 | Fangorn: Adaptive Execution Framework for Heterogeneous Workloads on Shared Clusters | 2021 | VLDB | 4.9605343e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 31 | Hive - A Warehousing Solution Over a Map-Reduce Framework | 2009 | VLDB | 0.00049707539 |
| 47 | PNUTS: Yahoo!'s Hosted Data Serving Platform | 2008 | VLDB | 0.00043937456 |
| 139 | Megastore: Providing Scalable, Highly Available Storage for Interactive Services | 2011 | CIDR | 0.00029386971 |
| 2,181 | Fuxi: a Fault-Tolerant Resource Management and Job Scheduling System at Internet Scale | 2014 | VLDB | 8.9007414e-05 |
| 3,565 | WANalytics: Analytics for a Geo-Distributed Data-Intensive World | 2015 | CIDR | 7.183429e-05 |
| 6,257 | Pixida: Optimizing Data Parallel Jobs in Wide-Area Data Analytics | 2016 | VLDB | 5.8160712e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 5,156 | Distributed implementations of dependency discovery algorithms | 2019 | VLDB |
| 2 | 8,576 | Topology-aware Parallel Data Processing: Models, Algorithms and Systems at Scale | 2020 | CIDR |
| 3 | 6,785 | Understanding Insights into the Basic Structure and Essential Issues of Table Placement Methods in Clusters | 2013 | VLDB |
| 4 | 11,663 | Towards Millions of Database Transmission Services in the Cloud | 2024 | VLDB |
| 5 | 7,725 | Query Centric Partitioning and Allocation for Partially Replicated Database Systems | 2017 | SIGMOD |
| 6 | 12,081 | Fangorn: Adaptive Execution Framework for Heterogeneous Workloads on Shared Clusters | 2021 | VLDB |
| 7 | 10,740 | Performant Synchronization in Geo-Distributed Databases | 2026 | SIGMOD |
| 8 | 4,416 | WANalytics: Geo-Distributed Analytics for a Data Intensive World | 2015 | SIGMOD |
| 9 | 3,565 | WANalytics: Analytics for a Geo-Distributed Data-Intensive World | 2015 | CIDR |
| 10 | 11,661 | ResLake: Towards Minimum Job Latency and Balanced Resource Utilization in Geo-distributed Job Scheduling | 2024 | VLDB |