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Lenses: An On-Demand Approach to ETL
Summary: General, extensible on-demand ETL using probabilistic query processing for incremental data curation and quality–effort trade-offs. UI and a greedy CPI ranking for on-demand curation tasks; shows applicability beyond Paygo/HLog and ETL feasibility.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 11036
- Venue
- VLDB
- Year
- 2015
- Pagerank
- 5.3256103e-05
- Overall Rank
- 5,788 | 59.78%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 11 of 11 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 2,575 |
Query Optimization for Dynamic Imputation |
2017 |
VLDB |
8.5100213e-05 |
| 4,425 |
Data Debugging and Exploration with Vizier |
2019 |
SIGMOD |
6.1913912e-05 |
| 4,661 |
Efficient Answering of Historical What-if Queries |
2022 |
SIGMOD |
6.0069281e-05 |
| 4,809 |
Uncertainty Annotated Databases - A Lightweight Approach for Approximating Certain Answers |
2019 |
SIGMOD |
5.9035874e-05 |
| 6,295 |
Your notebook is not crumby enough, REPLace it |
2020 |
CIDR |
5.1200006e-05 |
| 7,944 |
Efficient Uncertainty Tracking for Complex Queries with Attribute-level Bounds |
2021 |
SIGMOD |
4.6089395e-05 |
| 8,334 |
Beta Probabilistic Databases: A Scalable Approach to Belief Updating and Parameter Learning |
2017 |
SIGMOD |
4.5390028e-05 |
| 9,044 |
Efficient Approximation of Certain and Possible Answers for Ranking and Window Queries over Uncertain Data |
2023 |
VLDB |
4.3997447e-05 |
| 9,851 |
Adaptive Schema Databases |
2017 |
CIDR |
4.2680295e-05 |
| 10,389 |
FastPDB: Towards Bag-Probabilistic Queries at Interactive Speeds |
2025 |
SIGMOD |
4.1905499e-05 |
| 11,072 |
Hardware-Efficient Data Imputation through DBMS Extensibility |
2024 |
VLDB |
4.1905499e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 19 of 19 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 14 |
Online Aggregation |
1997 |
SIGMOD |
0.0010813443 |
| 31 |
Provenance Semirings |
2007 |
PODS |
0.00078516827 |
| 300 |
Trio: A System for Data, Uncertainty, and Lineage |
2006 |
VLDB |
0.00028503742 |
| 322 |
MCDB: A Monte Carlo Approach to Managing Uncertain Data |
2008 |
SIGMOD |
0.00027523667 |
| 493 |
Data Exchange: Getting to the Core |
2003 |
PODS |
0.00021782199 |
| 686 |
Pay-as-you-go User Feedback for Dataspace Systems |
2008 |
SIGMOD |
0.00018107664 |
| 702 |
MYSTIQ: A system for finding more answers by using probabilities |
2005 |
SIGMOD |
0.00017848789 |
| 974 |
BayesStore: Managing Large, Uncertain Data Repositories with Probabilistic Graphical Models |
2008 |
VLDB |
0.00014882804 |
| 2,334 |
Orion 2.0: Native Support for Uncertain Data |
2008 |
SIGMOD |
9.01132e-05 |
| 2,883 |
MayBMS: A Probabilistic Database Management System |
2009 |
SIGMOD |
7.9665191e-05 |
| 2,974 |
Efficiently Incorporating User Feedback into Information Extraction and Integration Programs |
2009 |
SIGMOD |
7.7890486e-05 |
| 3,054 |
Partial Results in Database Systems |
2014 |
SIGMOD |
7.6478475e-05 |
| 6,355 |
User Feedback as a First Class Citizen in Information Integration Systems |
2011 |
CIDR |
5.0939108e-05 |
| 6,857 |
When is Naive Evaluation Possible? |
2013 |
PODS |
4.9013761e-05 |
| 7,224 |
OASSIS: Query Driven Crowd Mining |
2014 |
SIGMOD |
4.791302e-05 |
| 7,553 |
SPROUT2: A Squared Query Engine for Uncertain Web Data |
2011 |
SIGMOD |
4.7081227e-05 |
| 7,791 |
Jigsaw: Efficient Optimization Over Uncertain Enterprise Data |
2011 |
SIGMOD |
4.6457822e-05 |
| 9,139 |
Management of Flexible Schema Data in RDBMSs - Opportunities and Limitations for NoSQL |
2015 |
CIDR |
4.382747e-05 |
| 9,366 |
IQ: The Case for Iterative Querying for Knowledge |
2011 |
CIDR |
4.3467888e-05 |
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