The Story of GraphLab - From Scaling Machine Learning to Shaping Graph Systems Research (VLDB 2023 Test-of-time Award Talk)
Summary: GraphLab pioneered vertex- and edge-centric APIs plus high-performance asynchronous execution and out-of-core support to scale graph ML and inference. Broad open-source adoption (Turi) catalyzed advances in graph processing, graph DBs, and AI/ML systems. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
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 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 21 | Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud | 2012 | VLDB | 0.00057138114 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,744 | Declarative and distributed graph analytics with GRADOOP | 2018 | VLDB | 5.1725247e-05 |
| 1,107 | AGL: A Scalable System for Industrial-purpose Graph Machine Learning | 2020 | VLDB | 0.00012228654 |
| 9,455 | GraphScope Flex: LEGO-like Graph Computing Stack | 2024 | SIGMOD | 5.3291323e-05 |
| 13,187 | Harmonizing ML and Databases: A Symphony of Data (VLDB 2024 Keynote) | 2024 | VLDB | - |
| 1,641 | LDBC Graphalytics: A Benchmark for Large-Scale Graph Analysis on Parallel and Distributed Platforms | 2016 | VLDB | 0.00010209701 |
| 4,722 | Systems for Big-Graphs | 2014 | VLDB | 6.6072449e-05 |
| 8,786 | Databases as Graphs: Predictive Queries for Declarative Machine Learning | 2023 | PODS | 5.4311509e-05 |
| 21 | Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud | 2012 | VLDB | 0.00057138114 |
| 10,847 | Machine Learning for Graph Data Management and Query Processing | 2025 | VLDB | 5.1725247e-05 |
| 7,466 | Systems for Scalable Graph Analytics and Machine Learning: Trends and Methods | 2025 | VLDB | 5.6731808e-05 |