Cohort Query Processing
Summary: Extends SQL with three new operators to support cohort analysis on large user activity tables. Three evaluation schemes are explored: two non-intrusive and a columnar variant with cohort-specific optimizations; experiments show the columnar approach outperforms the others. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Dawei Jiang
- 2. Qingchao Cai
- 3. Gang Chen
- 4. H. V. Jagadish
- 5. Beng Chin Ooi
- 6. Kian-Lee Tan
- 7. Anthony K. H. Tung
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,959 | Fine-grained Concept Linking using Neural Networks in Healthcare | 2018 | SIGMOD | 5.2514585e-05 |
| 8,174 | Sigma Workbook: A Spreadsheet for Cloud Data Warehouses | 2022 | VLDB | 4.5638044e-05 |
| 11,037 | CohortNet: Empowering Cohort Discovery for Interpretable Healthcare Analytics | 2024 | VLDB | 4.1905499e-05 |
| 11,658 | Data Pipelines for User Group Analytics | 2019 | SIGMOD | 4.1905499e-05 |
| 11,761 | Effective Temporal Dependence Discovery in Time Series Data | 2018 | VLDB | 4.1905499e-05 |
| 13,331 | Cohort Analysis with Ease | 2018 | SIGMOD | - |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 20 | C-Store: A Column-oriented DBMS | 2005 | VLDB | 0.00086163998 |
| 35 | MonetDB/X100: Hyper-Pipelining Query Execution | 2005 | CIDR | 0.00076209479 |
| 52 | Database Architecture Optimized for the new Bottleneck: Memory Access | 1999 | VLDB | 0.00066322421 |
| 132 | Integrating Compression and Execution in Column-Oriented Database Systems | 2006 | SIGMOD | 0.00043697853 |
| 247 | On the Computation of Multidimensional Aggregates | 1996 | VLDB | 0.00030923842 |
| 368 | An Array-Based Algorithm for Simultaneous Multidimensional Aggregates | 1997 | SIGMOD | 0.00025508459 |
| 1,090 | Incremental Maintenance of Externally Materialized Views | 1996 | VLDB | 0.00014133281 |
| 1,267 | BitWeaving: Fast Scans for Main Memory Data Processing | 2013 | SIGMOD | 0.00012917585 |
| 1,470 | Processing a Trillion Cells per Mouse Click | 2012 | VLDB | 0.00011827274 |
| 2,065 | Optimizing Queries On Compressed Bitmaps | 2000 | VLDB | 9.6467359e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,754 | Querying Multiple Features of Groups in Relational Databases | 1996 | VLDB | 0.00010663123 |
| 4,673 | Continuous Analytics: Rethinking Query Processing in a Network-Effect World | 2009 | CIDR | 6.0000861e-05 |
| 1,938 | From Theory to Practice: Efficient Join Query Evaluation in a Parallel Database System | 2015 | SIGMOD | 0.00010025547 |
| 12,258 | CODS: Evolving Data Efficiently and Scalably in Column Oriented Databases | 2010 | VLDB | 4.1905499e-05 |
| 1,675 | Adaptive Parallel Aggregation Algorithms | 1995 | SIGMOD | 0.00010937908 |
| 3,307 | Robust Query Processing in Co-Processor-accelerated Databases | 2016 | SIGMOD | 7.2391191e-05 |
| 626 | Sequence Query Processing | 1994 | SIGMOD | 0.00018961452 |
| 5,742 | Efficient Computation of Multiple Group By Queries | 2005 | SIGMOD | 5.3432178e-05 |
| 11,761 | Effective Temporal Dependence Discovery in Time Series Data | 2018 | VLDB | 4.1905499e-05 |
| 13,331 | Cohort Analysis with Ease | 2018 | SIGMOD | - |