GraphScope Flex: LEGO-like Graph Computing Stack

Summary: GraphScope Flex: LEGO-like modular graph computing stack for flexible interfaces, storage formats, and apps. Architectural innovations enable resource-efficient, cost-effective graph processing with 2.4x throughput, up to 55.7x speedup on LDBC/Graphalytics, and up to 2400x real-world gains. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6791
Venue: SIGMOD
Year: 2024
Pagerank: 4.3388007e-05
Overall Rank: 9,455 | 34.23%
DOI: 10.1145/3626246.3653383

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
9,440	GastCoCo: Graph Storage and Coroutine-Based Prefetch Co-Design for Dynamic Graph Processing	2024	VLDB	4.3419774e-05
9,472	TGraph: A Tensor-centric Graph Processing Framework	2025	SIGMOD	4.3341665e-05
9,788	A Modular Graph-Native Query Optimization Framework	2025	SIGMOD	4.2818172e-05

Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 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	0.0019005923
444	Parallelizing Sequential Graph Computations	2017	SIGMOD	0.00022987918
536	The LDBC Social Network Benchmark: Interactive Workload	2015	SIGMOD	0.00020722862
574	From "Think Like a Vertex" to "Think Like a Graph"	2014	VLDB	0.00019883211
789	Cypher: An Evolving Query Language for Property Graphs	2018	SIGMOD	0.00016634256
1,426	LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans	2020	VLDB	0.00012050977
1,785	PG-Schema: Schemas for Property Graphs	2023	SIGMOD	0.00010560236
3,287	GraphScope: A Unified Engine For Big Graph Processing	2021	VLDB	7.2739447e-05
3,668	The LDBC Social Network Benchmark: Business Intelligence Workload	2023	VLDB	6.8591612e-05
4,239	The Composable Data Management System Manifesto	2023	VLDB	6.3318452e-05
6,715	Shared Foundations: Modernizing Meta's Data Lakehouse	2023	CIDR	4.9509939e-05
9,518	Banyan: A Scoped Dataflow Engine for Graph Query Service	2022	VLDB	4.3328897e-05
9,802	Automating Incremental Graph Processing with Flexible Memoization	2021	VLDB	4.2807806e-05
11,204	Vineyard: Optimizing Data Sharing in Data-Intensive Analytics	2023	SIGMOD	4.1945683e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
5,788	MOCgraph: Scalable Distributed Graph Processing Using Message Online Computing	2015	VLDB	5.3273911e-05
2,200	LDBC Graphalytics: A Benchmark for Large-Scale Graph Analysis on Parallel and Distributed Platforms	2016	VLDB	9.3075881e-05
9,477	Revisiting Graph Analytics Benchmark	2025	SIGMOD	4.3341665e-05
7,589	Using Domain-Specific Languages For Analytic Graph Databases	2016	VLDB	4.7030207e-05
1,685	Fast Iterative Graph Computation with Block Updates	2013	VLDB	0.0001091808
8,396	Optimizing Declarative Graph Queries at Large Scale	2019	SIGMOD	4.5276541e-05
1,678	Navigating the Maze of Graph Analytics Frameworks using Massive Graph Datasets	2014	SIGMOD	0.00010933417
10,666	LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space Exploration	2025	VLDB	4.1945683e-05
7,813	GraphScope: A One-Stop Large Graph Processing System	2021	VLDB	4.6441779e-05
3,287	GraphScope: A Unified Engine For Big Graph Processing	2021	VLDB	7.2739447e-05