Yugong: Geo-Distributed Data and Job Placement at Scale

Summary: Yugong optimizes geo-distributed data and job placement to minimize cross-DC bandwidth. It uses project placement, table replication, and job outsourcing, coordinating with Alibaba's big data analytics platform and cluster scheduler, with evaluations showing substantial cross-DC bandwidth reductions. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 11935
Venue: VLDB
Year: 2019
Pagerank: 5.6405374e-05
Overall Rank: 5,185 | 63.93%
DOI: 10.14778/3352063.3352132

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
4,687	Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures	2023	VLDB	5.9986055e-05
11,078	ResLake: Towards Minimum Job Latency and Balanced Resource Utilization in Geo-distributed Job Scheduling	2024	VLDB	4.1945683e-05
11,531	Fangorn: Adaptive Execution Framework for Heterogeneous Workloads on Shared Clusters	2021	VLDB	4.1945683e-05

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
53	PNUTS: Yahoo!'s Hosted Data Serving Platform	2008	VLDB	0.00066144767
70	Hive - A Warehousing Solution Over a Map-Reduce Framework	2009	VLDB	0.00059533166
189	Megastore: Providing Scalable, Highly Available Storage for Interactive Services	2011	CIDR	0.00035925334
1,684	Fuxi: a Fault-Tolerant Resource Management and Job Scheduling System at Internet Scale	2014	VLDB	0.0001091857
2,928	WANalytics: Analytics for a Geo-Distributed Data-Intensive World	2015	CIDR	7.8812874e-05
6,109	Pixida: Optimizing Data Parallel Jobs in Wide-Area Data Analytics	2016	VLDB	5.2059441e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
5,613	Distributed implementations of dependency discovery algorithms	2019	VLDB	5.4102298e-05
8,462	Topology-aware Parallel Data Processing: Models, Algorithms and Systems at Scale	2020	CIDR	4.5056381e-05
6,802	Understanding Insights into the Basic Structure and Essential Issues of Table Placement Methods in Clusters	2013	VLDB	4.9226626e-05
11,081	Towards Millions of Database Transmission Services in the Cloud	2024	VLDB	4.1945683e-05
7,715	Query Centric Partitioning and Allocation for Partially Replicated Database Systems	2017	SIGMOD	4.6699261e-05
11,531	Fangorn: Adaptive Execution Framework for Heterogeneous Workloads on Shared Clusters	2021	VLDB	4.1945683e-05
10,192	Performant Synchronization in Geo-Distributed Databases	2026	SIGMOD	4.1945683e-05
4,046	WANalytics: Geo-Distributed Analytics for a Data Intensive World	2015	SIGMOD	6.4979392e-05
2,928	WANalytics: Analytics for a Geo-Distributed Data-Intensive World	2015	CIDR	7.8812874e-05
11,078	ResLake: Towards Minimum Job Latency and Balanced Resource Utilization in Geo-distributed Job Scheduling	2024	VLDB	4.1945683e-05