DBScholar

Back to papers

RaSQL: Greater Power and Performance for Big Data Analytics with Recursive-aggregate-SQL on Spark

Summary: RaSQL extends Spark SQL with Recursive-aggregate-SQL for declarative recursive queries with aggregates. A novel fixpoint-based compiler maps RaSQL to a single fixpoint operator; optimized runtime yields superior performance vs Giraph, GraphX, Myria. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5830
Venue
SIGMOD
Year
2019
Pagerank
7.9444531e-05
Overall Rank
2,935 | 79.87%
DOI
10.1145/3299869.3324959

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{gu_sigmod19,
        title = {{RaSQL: Greater Power and Performance for Big Data Analytics with Recursive-aggregate-SQL on Spark}},
        author = {Gu, Jiaqi and Watanabe, Yugo H. and Mazza, William A. and Shkapsky, Alexander and Yang, Mohan and Ding, Ling and Zaniolo, Carlo},
        series = {{SIGMOD} '19},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3299869.3324959},
        url = {https://dl.acm.org/doi/10.1145/3299869.3324959},
        year = {2019}
}

Incoming Citations (Sorted by Pagerank)

Showing 12 of 12 citing papers.

Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 20 of 20 cited papers.

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

Rank Cited Paper Year Venue Pagerank
3 Pregel: A System for Large-Scale Graph Processing 2010 SIGMOD 0.0012250108
20 Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud 2012 VLDB 0.00056944564
23 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00054886415
24 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00054865648
294 Graphs-at-a-time: Query Language and Access Methods for Graph Databases 2008 SIGMOD 0.00022253507
389 One Trillion Edges: Graph Processing at Facebook-Scale 2015 VLDB 0.00019386526
455 Differential dataflow 2013 CIDR 0.00018133241
527 The Magic of Duplicates and Aggregates 1990 VLDB 0.00017108864
547 Cypher: An Evolving Query Language for Property Graphs 2018 SIGMOD 0.00016731552
845 Spanner: Becoming a SQL System 2017 SIGMOD 0.00013660379
1,639 Summingbird: A Framework for Integrating Batch and Online MapReduce Computations 2014 VLDB 0.00010155021
1,875 Large-Scale Distributed Graph Computing Systems: An Experimental Evaluation 2015 VLDB 9.5728308e-05
1,983 Pregelix: Big(ger) Graph Analytics on A Dataflow Engine 2015 VLDB 9.3544951e-05
2,454 REX: Recursive, Delta-Based Data-Centric Computation 2012 VLDB 8.5560058e-05
2,511 Aggregation and Relevance in Deductive Databases 1991 VLDB 8.4854377e-05
2,594 Big Data Analytics with Datalog Queries on Spark 2016 SIGMOD 8.3646367e-05
3,560 Minimum and Maximum Predicates in Logic Programming 1991 PODS 7.3094581e-05
3,618 The Myria Big Data Management and Analytics System and Cloud Service 2017 CIDR 7.2523695e-05
4,002 Monotonic Aggregation in Deductive Databases 1992 PODS 6.9661579e-05
4,078 Asynchronous and Fault-Tolerant Recursive Datalog Evaluation in Shared-Nothing Engines 2015 VLDB 6.9209348e-05
Previous Page 1 / 1 Next

Semantically Similar Papers