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 |
|---|---|---|---|---|
| 5,661 | Summarizing Static and Dynamic Big Graphs | 2017 | VLDB | 6.0449991e-05 |
| 11,580 | Poligras: Policy-based Graph Summarization | 2024 | VLDB | 4.9769913e-05 |
| 12,165 | GraphWrangler: An Interactive Graph View on Relational Data | 2019 | SIGMOD | 4.9769913e-05 |
| 12,478 | Semantic Culturomics (vision paper) | 2014 | VLDB | 4.9769913e-05 |
| 12,486 | Graph-based Data Integration and Business Intelligence with BIIIG | 2014 | VLDB | 4.9769913e-05 |
| 12,642 | Mining Knowledge from Interconnected Data: A Heterogeneous Information Network Analysis Approach | 2012 | VLDB | 4.9769913e-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 | 0.00071056708 |
| 77 | Sampling-Based Estimation of the Number of Distinct Values of an Attribute | 1995 | VLDB | 0.00036817139 |
| 131 | Discovering Large Dense Subgraphs in Massive Graphs | 2005 | VLDB | 0.00030236369 |
| 375 | Graph Clustering Based on Structural/Attribute Similarities | 2009 | VLDB | 0.00019619557 |
| 498 | Efficient Aggregation for Graph Summarization | 2008 | SIGMOD | 0.00017310055 |
| 563 | Graph Summarization with Bounded Error | 2008 | SIGMOD | 0.00016319495 |
| 3,260 | On the Complexity of the View-Selection Problem | 1999 | PODS | 7.4819826e-05 |
| 3,696 | OLAP over Imprecise Data with Domain Constraints | 2007 | VLDB | 7.0895753e-05 |
| 3,833 | OLAP on Sequence Data | 2008 | SIGMOD | 6.9912001e-05 |
| 3,842 | High-Dimensional OLAP: A Minimal Cubing Approach | 2004 | VLDB | 6.9871413e-05 |
| 7,552 | Supporting OLAP Operations over Imperfectly Integrated Taxonomies | 2008 | SIGMOD | 5.4957358e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 1,127 | Simultaneous Optimization and Evaluation of Multiple Dimensional Queries | 1998 | SIGMOD |
| 2 | 6,936 | FlowCube: Constructing RFID FlowCubes for Multi-Dimensional Analysis of Commodity Flows | 2006 | VLDB |
| 3 | 8,791 | Efficacious Data Cube Exploration by Semantic Summarization and Compression | 2003 | VLDB |
| 4 | 11,923 | High-dimensional Data Cubes | 2022 | VLDB |
| 5 | 11 | Implementing Data Cubes Efficiently | 1996 | SIGMOD |
| 6 | 4,238 | A Foundation for Multi-Dimensional Databases | 1997 | VLDB |
| 7 | 4,801 | Aggregation Algorithms for Very Large Compressed Data Warehouses | 1999 | VLDB |
| 8 | 214 | On the Computation of Multidimensional Aggregates | 1996 | VLDB |
| 9 | 12,689 | InfoNetOLAPer: Integrating InfoNetWarehouse and InfoNetCube with InfoNetOLAP | 2011 | VLDB |
| 10 | 3,842 | High-Dimensional OLAP: A Minimal Cubing Approach | 2004 | VLDB |