VectraFlow: Integrating Vectors into Stream Processing
Summary: VectraFlow: a stream-focused dataflow engine enabling continuous, low-latency vector processing—first to tackle streaming trade-offs for filtering, top‑k, and joins via clustering and novel indexes. Uses quantization/compact encodings to boost throughput while retaining accuracy. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Duo Lu (Brown University)
- 2. Siming Feng (Brown University)
- 3. Jonathan Zhou (Brown University)
- 4. Franco Solleza (Brown University)
- 5. Malte Schwarzkopf (Brown University)
- 6. Uğur Çetintemel (Brown University)
BibTeX Citation
@inproceedings{lu_cidr25,
address = {Amsterdam, Netherlands},
series = {{CIDR} '25},
title = {{VectraFlow: Integrating Vectors into Stream Processing}},
booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
author = {Lu, Duo and Feng, Siming and Zhou, Jonathan and Solleza, Franco and Schwarzkopf, Malte and Çetintemel, Uğur},
year = {2025}
}Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,126 | Abacus: A Cost-Based Optimizer for Semantic Operator Systems | 2026 | VLDB | 7.6185225e-05 |
| 7,885 | Semantic Integrity Constraints: Declarative Guardrails for AI-Augmented Data Processing Systems | 2025 | VLDB | 5.433531e-05 |
| 10,144 | Deep Research is the New Analytics System: Towards Building the Runtime for AI-Driven Analytics | 2026 | CIDR | 5.0715586e-05 |
| 10,624 | CANDOR-Bench: Benchmarking In-Memory Continuous ANNS under Dynamic Open-World Streams [Experiments & Analysis] | 2026 | SIGMOD | 4.9793485e-05 |
| 10,690 | Task Cascades for Efficient Unstructured Data Processing | 2026 | SIGMOD | 4.9793485e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 152 | Query Processing, Resource Management, and Approximation in a Data Stream Management System | 2003 | CIDR | 0.0002867034 |
| 194 | Milvus: A Purpose-Built Vector Data Management System | 2021 | SIGMOD | 0.00025636725 |
| 341 | AnalyticDB-V: A Hybrid Analytical Engine Towards Query Fusion for Structured and Unstructured Data | 2020 | VLDB | 0.00020539791 |
| 683 | DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing | 2025 | VLDB | 0.00014817539 |
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