Graph Cube: On Warehousing and OLAP Multidimensional Networks
Summary: Graph Cube extends warehousing to large multidimensional networks, fusing attribute aggregation with structure summarization to enable OLAP on networks. It adds crossboid OLAP queries, fusing cube tech with network structure; validated on datasets. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Peixiang Zhao (University of Illinois Urbana-Champaign)
- 2. Xiaolei Li (Microsoft)
- 3. Dong Xin (Google)
- 4. Jiawei Han (University of Illinois Urbana-Champaign)
BibTeX Citation
@inproceedings{zhao_sigmod11,
title = {{Graph Cube: On Warehousing and OLAP Multidimensional Networks}},
author = {Zhao, Peixiang and Li, Xiaolei and Xin, Dong and Han, Jiawei},
series = {{SIGMOD} '11},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/1989323.1989413},
url = {https://dl.acm.org/doi/10.1145/1989323.1989413},
year = {2011}
}Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,628 | Summarizing Static and Dynamic Big Graphs | 2017 | VLDB | 6.0438005e-05 |
| 11,629 | Poligras: Policy-based Graph Summarization | 2024 | VLDB | 4.9605343e-05 |
| 12,208 | GraphWrangler: An Interactive Graph View on Relational Data | 2019 | SIGMOD | 4.9605343e-05 |
| 12,521 | Semantic Culturomics (vision paper) | 2014 | VLDB | 4.9605343e-05 |
| 12,529 | Graph-based Data Integration and Business Intelligence with BIIIG | 2014 | VLDB | 4.9605343e-05 |
| 12,685 | Mining Knowledge from Interconnected Data: A Heterogeneous Information Network Analysis Approach | 2012 | VLDB | 4.9605343e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 11 of 11 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11 | Implementing Data Cubes Efficiently | 1996 | SIGMOD | 0.00070860346 |
| 78 | Sampling-Based Estimation of the Number of Distinct Values of an Attribute | 1995 | VLDB | 0.00036725074 |
| 130 | Discovering Large Dense Subgraphs in Massive Graphs | 2005 | VLDB | 0.0003029792 |
| 373 | Graph Clustering Based on Structural/Attribute Similarities | 2009 | VLDB | 0.00019709993 |
| 499 | Efficient Aggregation for Graph Summarization | 2008 | SIGMOD | 0.00017292147 |
| 563 | Graph Summarization with Bounded Error | 2008 | SIGMOD | 0.00016294243 |
| 3,251 | On the Complexity of the View-Selection Problem | 1999 | PODS | 7.475366e-05 |
| 3,700 | OLAP over Imprecise Data with Domain Constraints | 2007 | VLDB | 7.0668135e-05 |
| 3,843 | OLAP on Sequence Data | 2008 | SIGMOD | 6.9687373e-05 |
| 3,850 | High-Dimensional OLAP: A Minimal Cubing Approach | 2004 | VLDB | 6.9646837e-05 |
| 7,567 | Supporting OLAP Operations over Imperfectly Integrated Taxonomies | 2008 | SIGMOD | 5.4775961e-05 |
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| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 3,148 | Data Warehousing and OLAP for Decision Support | 1997 | SIGMOD |
| 2 | 1,131 | Simultaneous Optimization and Evaluation of Multiple Dimensional Queries | 1998 | SIGMOD |
| 3 | 8,810 | Efficacious Data Cube Exploration by Semantic Summarization and Compression | 2003 | VLDB |
| 4 | 11,967 | High-dimensional Data Cubes | 2022 | VLDB |
| 5 | 11 | Implementing Data Cubes Efficiently | 1996 | SIGMOD |
| 6 | 4,256 | A Foundation for Multi-Dimensional Databases | 1997 | VLDB |
| 7 | 4,820 | Aggregation Algorithms for Very Large Compressed Data Warehouses | 1999 | VLDB |
| 8 | 214 | On the Computation of Multidimensional Aggregates | 1996 | VLDB |
| 9 | 12,732 | InfoNetOLAPer: Integrating InfoNetWarehouse and InfoNetCube with InfoNetOLAP | 2011 | VLDB |
| 10 | 3,850 | High-Dimensional OLAP: A Minimal Cubing Approach | 2004 | VLDB |