WOO: A Scalable and Multi-tenant Platform for Continuous Knowledge Base Synthesis
Summary: WOO: Hadoop-based, scalable, multi-tenant platform for continuous knowledge-base synthesis - ingest, disambiguate, and enrich entities from structured and unstructured data. Yahoo!-level deployment enabling multi-domain, multi-version KBs with hundreds of millions of entities; architecture and real-world evaluation. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Kedar Bellare (Meta)
- 2. Carlo Curino (Microsoft)
- 3. Ashwin Machanavajihala (Duke University)
- 4. Peter Mika (Yahoo)
- 5. Mandar Rahurkar (Yahoo)
- 6. Aamod Sane (Yahoo)
BibTeX Citation
@article{bellare_vldb13,
title = {{WOO: A Scalable and Multi-tenant Platform for Continuous Knowledge Base Synthesis}},
author = {Bellare, Kedar and Curino, Carlo and Machanavajihala, Ashwin and Mika, Peter and Rahurkar, Mandar and Sane, Aamod},
journal = {PVLDB},
series = {{VLDB} '13},
volume = {6},
number = {11},
doi = {10.14778/2536222.2536236},
url = {https://doi.org/10.14778/2536222.2536236},
year = {2013}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,036 | Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads | 2018 | VLDB | 9.1520279e-05 |
| 8,027 | Dependency-Driven Analytics: a Compass for Uncharted Data Oceans | 2017 | CIDR | 5.4043169e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 244 | Evaluation of entity resolution approaches on real-world match problems | 2010 | VLDB | 0.00023314591 |
| 360 | Efficient Parallel Set-Similarity Joins Using MapReduce | 2010 | SIGMOD | 0.00020009936 |
| 392 | Data Exchange: Getting to the Core | 2003 | PODS | 0.0001922472 |
| 1,917 | A Web of Concepts | 2009 | PODS | 9.3790758e-05 |
| 2,070 | Dedoop: Efficient Deduplication with Hadoop | 2012 | VLDB | 9.0876046e-05 |
| 2,120 | An Analysis of Structured Data on the Web | 2012 | VLDB | 9.0098024e-05 |
| 5,663 | PRIMA: Archiving and Querying Historical Data with Evolving Schemas | 2009 | SIGMOD | 6.0472933e-05 |
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Semantically Similar Papers
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|---|---|---|---|---|
| 1 | 6,402 | Peta-Scale Data Warehousing at Yahoo! | 2009 | SIGMOD |
| 2 | 6,103 | Extracting large-scale knowledge bases from the web | 1999 | VLDB |
| 3 | 12,709 | Schema Clustering and Retrieval for Multi-domain Pay-As-You-Go Data Integration Systems | 2010 | SIGMOD |
| 4 | 12,533 | Knowledge Harvesting in the Big-Data Era | 2013 | SIGMOD |
| 5 | 117 | Querying Heterogeneous Information Sources Using Source Descriptions | 1996 | VLDB |
| 6 | 8,443 | Automatic Web-Scale Information Extraction | 2012 | SIGMOD |
| 7 | 7,709 | Scalable Column Concept Determination for Web Tables Using Large Knowledge Bases | 2013 | VLDB |
| 8 | 2,392 | From Data Fusion to Knowledge Fusion | 2014 | VLDB |
| 9 | 13,913 | ONTOCUBO: Cube-based Ontology Construction and Exploration | 2014 | SIGMOD |
| 10 | 1,917 | A Web of Concepts | 2009 | PODS |