Searchlight: Enabling Integrated Search and Exploration over Large Multidimensional Data
Summary: Searchlight integrates constraint solving inside a DBMS, exposing CP APIs for large data. Speculative Solve-Validate on in-memory synopses with CPU–IO load balancing enables scalable search; prototype with OR-Tools and SciDB shows orders-of-magnitude speedups. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Alexander Kalinin
- 2. Ugur Cetintemel
- 3. Stan Zdonik
Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,904 | Progressive Top-k Subarray Query Processing in Array Databases | 2019 | VLDB | 6.6424961e-05 |
| 5,934 | Perturbation Analysis of Database Queries | 2016 | VLDB | 5.266698e-05 |
| 7,376 | Towards Best Region Search for Data Exploration | 2016 | SIGMOD | 4.7485457e-05 |
| 7,888 | Scalable Package Queries in Relational Database Systems | 2016 | VLDB | 4.6254226e-05 |
| 8,021 | Scaling Package Queries to a Billion Tuples via Hierarchical Partitioning and Customized Optimization | 2024 | VLDB | 4.6039546e-05 |
| 8,066 | Optimizing Iceberg Queries with Complex Joins | 2017 | SIGMOD | 4.5937212e-05 |
| 8,796 | Interactive Search and Exploration of Waveform Data with Searchlight | 2016 | SIGMOD | 4.4494067e-05 |
| 11,873 | A System for Region Search and Exploration | 2016 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 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 | 0.0011708144 |
| 14 | Online Aggregation | 1997 | SIGMOD | 0.0010801504 |
| 65 | Fast Subsequence Matching in Time-Series Databases | 1994 | SIGMOD | 0.00062029383 |
| 318 | Overview of SciDB: Large Scale Array Storage, Processing and Analysis | 2010 | SIGMOD | 0.00027795661 |
| 647 | Progressive Approximate Aggregate Queries with a Multi-Resolution Tree Structure | 2001 | SIGMOD | 0.00018668224 |
| 1,371 | Tiresias: The Database Oracle for How-To Queries | 2012 | SIGMOD | 0.00012323502 |
| 2,662 | Dwarf: Shrinking the PetaCube | 2002 | SIGMOD | 8.3532302e-05 |
| 3,441 | Interactive Data Exploration Using Semantic Windows | 2014 | SIGMOD | 7.0914601e-05 |
| 3,615 | Efficient Processing of Window Queries in The Pyramid Data Structure | 1990 | PODS | 6.9127616e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,021 | Scaling Package Queries to a Billion Tuples via Hierarchical Partitioning and Customized Optimization | 2024 | VLDB | 4.6039546e-05 |
| 1,502 | Efficient Searching with Linear Constraints (Extended Abstract) | 1998 | PODS | 0.00011643406 |
| 8,029 | Understanding Queries in a Search Database System | 2010 | PODS | 4.6028544e-05 |
| 8,889 | A General Framework for Modeling and Processing Optimization Queries | 2007 | VLDB | 4.4278238e-05 |
| 7,226 | Efficient Search in Very Large Databases | 1988 | VLDB | 4.7953551e-05 |
| 7,662 | Constrained Optimalities in Query Personalization | 2005 | SIGMOD | 4.6859276e-05 |
| 4,793 | Toward Practical Constraint Databases | 1993 | VLDB | 5.9164359e-05 |
| 7,468 | Boolean + Ranking: Querying a Database by K-Constrained Optimization | 2006 | SIGMOD | 4.7210446e-05 |
| 5,264 | SeeDB: Visualizing Database Queries Efficiently | 2014 | VLDB | 5.597302e-05 |
| 8,796 | Interactive Search and Exploration of Waveform Data with Searchlight | 2016 | SIGMOD | 4.4494067e-05 |