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Saga: A Platform for Continuous Construction and Serving of Knowledge At Scale

Summary: Saga enables continuous construction and serving of a knowledge graph at industrial scale with a hybrid batch-incremental pipeline. It addresses data freshness, accuracy, and availability, detailing Saga's architecture and lessons from production use. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6487
Venue
SIGMOD
Year
2022
Pagerank
7.5404346e-05
Overall Rank
3,304 | 77.34%
DOI
10.1145/3514221.3526049

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{ilyas_sigmod22,
        title = {{Saga: A Platform for Continuous Construction and Serving of Knowledge At Scale}},
        author = {Ilyas, Ihab F. and Rekatsinas, Theodoros and Konda, Vishnu and Pound, Jeffrey and Qi, Xiaoguang and Soliman, Mohamed},
        series = {{SIGMOD} '22},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3514221.3526049},
        url = {https://dl.acm.org/doi/10.1145/3514221.3526049},
        year = {2022}
}

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 29 of 29 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
22 Data Integration: A Theoretical Perspective 2002 PODS 0.00056204792
65 Freebase: A Collaboratively Created Graph Database For Structuring Human Knowledge 2008 SIGMOD 0.00038697603
112 HoloClean: Holistic Data Repairs with Probabilistic Inference 2017 VLDB 0.00032801121
176 Deep Learning for Entity Matching: A Design Space Exploration 2018 SIGMOD 0.00027191081
223 AliGraph: A Comprehensive Graph Neural Network Platform 2019 VLDB 0.00024182473
254 Record Linkage: Similarity Measures and Algorithms 2006 SIGMOD 0.00023199211
391 View Maintenance in a Warehousing Environment 1995 SIGMOD 0.00019370653
427 Big Data Integration 2013 VLDB 0.00018661543
516 Data Curation at Scale: The Data Tamer System 2013 CIDR 0.00017171198
583 Global Query Optimization 1986 SIGMOD 0.00016145442
626 Entity Resolution: Theory, Practice & Open Challenges 2012 VLDB 0.00015656958
759 The case against specialized graph analytics engines 2015 CIDR 0.00014273591
890 Integrating Conflicting Data: The Role of Source Dependence 2009 VLDB 0.00013382697
946 HoloDetect: Few-Shot Learning for Error Detection 2019 SIGMOD 0.00013054126
1,248 Entity Matching: How Similar Is Similar 2011 VLDB 0.00011498301
1,293 Entity Resolution with Iterative Blocking 2009 SIGMOD 0.00011292804
1,530 Multiple Query Processing in Deductive Databases using Query Graphs 1986 VLDB 0.00010481428
1,783 Data Fusion – Resolving Data Conflicts for Integration 2009 VLDB 9.772895e-05
1,873 A Web of Concepts 2009 PODS 9.5751398e-05
2,433 Vertexica: Your Relational Friend for Graph Analytics! 2014 VLDB 8.5869161e-05
3,235 Large-Scale Collective Entity Matching 2011 VLDB 7.6139368e-05
3,381 Ava: From Data to Insights Through Conversation 2017 CIDR 7.4571963e-05
3,495 Knowledge-Based Trust: Estimating the Trustworthiness of Web Sources 2015 VLDB 7.3636386e-05
3,611 NADEEF/ER: Generic and Interactive Entity Resolution 2014 SIGMOD 7.2580469e-05
3,713 Generating Concise Entity Matching Rules 2017 SIGMOD 7.176496e-05
3,715 SLiMFast: Guaranteed Results for Data Fusion and Source Reliability 2017 SIGMOD 7.1763559e-05
3,916 Incremental Record Linkage 2014 VLDB 7.0185679e-05
9,121 Entity Matching in the Wild: A Consistent and Versatile Framework to Unify Data in Industrial Applications 2020 SIGMOD 5.3193511e-05
9,614 Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation 2021 CIDR 5.2444447e-05
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