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)

Paper ID: 550
Venue: CIDR
Year: 2025
Pagerank: 4.8262611e-05
Overall Rank: 7,119 | 50.48%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
5,171	Abacus: A Cost-Based Optimizer for Semantic Operator Systems	2026	VLDB	5.6464993e-05
9,729	Semantic Integrity Constraints: Declarative Guardrails for AI-Augmented Data Processing Systems	2025	VLDB	4.2942813e-05
9,990	Deep Research is the New Analytics System: Towards Building the Runtime for AI-Driven Analytics	2026	CIDR	4.1945683e-05
10,146	CANDOR-Bench: Benchmarking In-Memory Continuous ANNS under Dynamic Open-World Streams [Experiments & Analysis]	2026	SIGMOD	4.1945683e-05
10,215	Task Cascades for Efficient Unstructured Data Processing	2026	SIGMOD	4.1945683e-05

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
194	Query Processing, Resource Management, and Approximation in a Data Stream Management System	2003	CIDR	0.00035426067
495	Milvus: A Purpose-Built Vector Data Management System	2021	SIGMOD	0.00021767688
736	AnalyticDB-V: A Hybrid Analytical Engine Towards Query Fusion for Structured and Unstructured Data	2020	VLDB	0.00017447617
1,963	DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing	2025	VLDB	9.929429e-05

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9,068	A Framework for Projected Clustering of High Dimensional Data Streams	2004	VLDB	4.4034035e-05
6,476	Parallel Index-based Stream Join on a Multicore CPU	2020	SIGMOD	5.0496617e-05
2,320	High-Throughput Vector Similarity Search in Knowledge Graphs	2023	SIGMOD	9.0366225e-05
4,731	Graph-Based Vector Search: An Experimental Evaluation of the State-of-the-Art	2025	SIGMOD	5.966659e-05
3,665	Ad-hoc Top-k Query Answering for Data Streams	2007	VLDB	6.8633354e-05
3,680	SingleStore-V: An Integrated Vector Database System in SingleStore	2024	VLDB	6.8496415e-05
10,208	Scalable Clustering Over High Dimensional Vector Streams	2026	SIGMOD	4.1945683e-05
13,087	VecFlow-Chamfer: A GPU-based Data Management System for High-Performance Multi-Vector Search on Superchips	2026	SIGMOD	-
10,039	VecFlow: A High-Performance Vector Data Management System for Filtered-Search on GPUs	2026	SIGMOD	4.1945683e-05
9,881	VStream: A Distributed Streaming Vector Search System	2025	VLDB	4.2643674e-05