CoBLOC - Continuous Block Level Fairness on Data Streams
Summary: CoBLOC introduces block-level fairness for sliding-window streams, exposing short-term group disparities missed by window-level guarantees. Its sketch-based monitor and principled stream reordering enforce fairness online, with interactive explanations and landmark-size recommendations. (summarized by gpt-5.6-luna on Aug 28 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Subhodeep Ghosh (New Jersey Institute of Technology)
- 2. Zhihui Du (New Jersey Institute of Technology)
- 3. Angela Bonifati (Institut Universitaire de France; University Claude Bernard Lyon 1)
- 4. Manish Kumar (Indian Institute of Technology Ropar)
- 5. David Bader (New Jersey Institute of Technology)
- 6. Senjuti Basu Roy (New Jersey Institute of Technology)
BibTeX Citation
@article{ghosh_vldb26,
title = {{CoBLOC - Continuous Block Level Fairness on Data Streams}},
author = {Ghosh, Subhodeep and Du, Zhihui and Bonifati, Angela and Kumar, Manish and Bader, David and Roy, Senjuti Basu},
journal = {PVLDB},
series = {{VLDB} '26},
volume = {19},
number = {12},
pages = {4662--4665},
doi = {10.14778/3827998.3828091},
url = {https://doi.org/10.14778/3827998.3828091},
year = {2026}
}Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,162 | Responsible Data Management | 2020 | VLDB | 0.00011753159 |
| 2,753 | Processing Sliding Window Multi-Joins in Continuous Queries over Data Streams | 2003 | VLDB | 8.0549317e-05 |
| 7,588 | Rank Aggregation with Proportionate Fairness | 2022 | SIGMOD | 5.4886e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 7,653 | Models and Mechanisms for Spatial Data Fairness | 2023 | VLDB |
| 2 | 6,771 | Causal Feature Selection for Algorithmic Fairness | 2022 | SIGMOD |
| 3 | 11,525 | Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model | 2024 | SIGMOD |
| 4 | 8,490 | THEMIS: Fairness in Federated Stream Processing under Overload | 2016 | SIGMOD |
| 5 | 10,811 | Unbiased Binning for Fairness-aware Attribute Representation | 2026 | VLDB |
| 6 | 10,453 | Fair-Count-Min: Frequency Estimation under Equal Group-wise Approximation Factor | 2026 | SIGMOD |
| 7 | 13,628 | Interactive Fairness Auditing: Leveraging AVOIR for Dynamic Evaluation and Mitigation | 2025 | SIGMOD |
| 8 | 11,519 | FairHash: A Fair and Memory/Time-efficient Hashmap | 2024 | SIGMOD |
| 9 | 11,761 | A Randomized Blocking Structure for Streaming Record Linkage | 2023 | VLDB |
| 10 | 11,520 | Faster Algorithms for Fair Max-Min Diversification in Rd | 2024 | SIGMOD |