GeaFlow: A Graph Extended and Accelerated Dataflow System

Summary: GeaFlow extends dataflow for streaming graphs with graph-aware optimizations beyond join-based approaches. Gremlin-in-SQL DSL, streaming operators and state backends enable unified table-graph processing and scalable batch workloads. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6695
Venue: SIGMOD
Year: 2023
Pagerank: 4.3136057e-05
Overall Rank: 9,604 | 33.26%
DOI: 10.1145/3589771

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
9,486	Enabling Window-Based Monotonic Graph Analytics with Reusable Transitional Results for Pattern-Consistent Queries	2024	VLDB	4.3300131e-05
10,660	The LDBC Financial Benchmark: Transaction Workload	2025	VLDB	4.1905499e-05
11,079	KGFabric: A Scalable Knowledge Graph Warehouse for Enterprise Data Interconnection	2024	VLDB	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 26 of 26 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
4	Pregel: A System for Large-Scale Graph Processing	2010	SIGMOD	0.0019040811
59	Efficiently Compiling Efficient Query Plans for Modern Hardware	2011	VLDB	0.0006445664
179	Efficient and Extensible Algorithms for Multi Query Optimization	2000	SIGMOD	0.00037637319
281	LinkBench: a Database Benchmark Based on the Facebook Social Graph	2013	SIGMOD	0.00029084275
287	Storm @Twitter	2014	SIGMOD	0.00028917909
314	MillWheel: Fault-Tolerant Stream Processing at Internet Scale	2013	VLDB	0.00028059664
524	Differential dataflow	2013	CIDR	0.00021093133
536	The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing	2015	VLDB	0.00020651621
542	Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources	2018	SIGMOD	0.00020522627
558	Trinity: A Distributed Graph Engine on a Memory Cloud	2013	SIGMOD	0.00020158056
568	Optimizing Space Amplification in RocksDB	2017	CIDR	0.00019932335
1,392	Real-time Constrained Cycle Detection in Large Dynamic Graphs	2018	VLDB	0.00012224015
1,546	Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark	2018	SIGMOD	0.00011418993
2,339	Samza: Stateful Scalable Stream Processing at LinkedIn	2017	VLDB	9.0029559e-05
2,452	GraphMat: High performance graph analytics made productive	2015	VLDB	8.782919e-05
3,287	GraphScope: A Unified Engine For Big Graph Processing	2021	VLDB	7.2689944e-05
4,091	RisGraph: A Real-Time Streaming System for Evolving Graphs to Support Sub-millisecond Per-update Analysis at Millions Ops/s	2021	SIGMOD	6.4529617e-05
4,437	TencentRec: Real-time Stream Recommendation in Practice	2015	SIGMOD	6.1825805e-05
4,925	Shared Arrangements: practical inter-query sharing for streaming dataflows	2020	VLDB	5.818597e-05
5,215	Tornado: A System For Real-Time Iterative Analysis Over Evolving Data	2016	SIGMOD	5.6231911e-05
5,234	ByteGraph: A High-Performance Distributed Graph Database in ByteDance	2022	VLDB	5.609287e-05
5,625	High Performance Distributed OLAP on Property Graphs with Grasper	2020	SIGMOD	5.4048567e-05
5,966	Cache-Efficient Fork-Processing Patterns on Large Graphs	2021	SIGMOD	5.2471834e-05
7,371	Hazelcast Jet: Low-latency Stream Processing at the 99.99th Percentile	2021	VLDB	4.744863e-05
9,805	Automating Incremental Graph Processing with Flexible Memoization	2021	VLDB	4.2766788e-05
9,806	Railgun: managing large streaming windows under MAD requirements	2021	VLDB	4.2766788e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
2,179	Spinning Fast Iterative Data Flows	2012	VLDB	9.3632007e-05
524	Differential dataflow	2013	CIDR	0.00021093133
11,744	Declarative and distributed graph analytics with GRADOOP	2018	VLDB	4.1905499e-05
8,459	D3-GNN: Dynamic Distributed Dataflow for Streaming Graph Neural Networks	2024	VLDB	4.5008938e-05
4,925	Shared Arrangements: practical inter-query sharing for streaming dataflows	2020	VLDB	5.818597e-05
4,091	RisGraph: A Real-Time Streaming System for Evolving Graphs to Support Sub-millisecond Per-update Analysis at Millions Ops/s	2021	SIGMOD	6.4529617e-05
8,710	Stateful Entities: Object-oriented Cloud Applications as Distributed Dataflows	2023	CIDR	4.4582438e-05
7,759	G-SQL: Fast Query Processing via Graph Exploration	2016	VLDB	4.6549638e-05
2,528	Pregelix: Big(ger) Graph Analytics on A Dataflow Engine	2015	VLDB	8.5953347e-05
1,746	Graphflow: An Active Graph Database	2017	SIGMOD	0.0001069135