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PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development

Summary: Declarative, DB-style optimization for staging large-scale distributed computations. PC object model with a custom memory-management layer (JVM-free), enabling high-performance development of reusable data-intensive tools and libraries. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5641
Venue
SIGMOD
Year
2018
Pagerank
5.2528121e-05
Overall Rank
9,572 | 34.33%
DOI
10.1145/3183713.3196933

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{zou_sigmod18,
        title = {{PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development}},
        author = {Zou, Jia and Barnett, R. Matthew and Lorido-Botran, Tania and Luo, Shangyu and Monroy, Carlos and Sikdar, Sourav and Teymourian, Kia and Yuan, Binhang and Jermaine, Chris},
        series = {{SIGMOD} '18},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3183713.3196933},
        url = {https://dl.acm.org/doi/10.1145/3183713.3196933},
        year = {2018}
}

Incoming Citations (Sorted by Pagerank)

Showing 9 of 9 citing papers.

Rank Citing Paper Year Venue Pagerank
6,046 Automatic Optimization of Matrix Implementations for Distributed Machine Learning and Linear Algebra 2021 SIGMOD 5.9956597e-05
6,708 Serving Deep Learning Models with Deduplication from Relational Databases 2022 VLDB 5.7964983e-05
7,311 Lachesis: Automatic Partitioning for UDF-Centric Analytics 2021 VLDB 5.6491618e-05
8,001 Pangea: Monolithic Distributed Storage for Data Analytics 2019 VLDB 5.508791e-05
8,211 MONSOON: Multi-Step Optimization and Execution of Queries with Partially Obscured Predicates 2020 SIGMOD 5.4658735e-05
9,840 Distributed Numerical and Machine Learning Computations via Two-Phase Execution of Aggregated Join Trees 2021 VLDB 5.2103367e-05
10,466 InferF: Declarative Factorization of AI/ML Inferences over Joins 2026 SIGMOD 5.093636e-05
10,514 Automated Tensor-Relational Decomposition for Large-Scale Sparse Tensor Computation 2026 VLDB 5.093636e-05
11,189 StarfishDB: a Query Execution Engine for Relational Probabilistic Programming 2024 SIGMOD 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 19 of 19 cited papers.

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

Rank Cited Paper Year Venue Pagerank
14 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.0006312782
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
98 Encapsulation of Parallelism in the Volcano Query Processing System 1990 SIGMOD 0.00034510605
239 Overview of SciDB: Large Scale Array Storage, Processing and Analysis 2010 SIGMOD 0.00023674329
290 An Overview of Query Optimization in Relational Systems 1998 PODS 0.0002227038
330 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.0002104801
415 SystemML: Declarative Machine Learning on Spark 2016 VLDB 0.0001888524
534 Building Efficient Query Engines in a High-Level Language 2014 VLDB 0.00017046514
1,079 Hybrid Parallelization Strategies for Large-Scale Machine Learning in SystemML 2014 VLDB 0.00012258469
1,229 Weld: A Common Runtime for High Performance Data Analytics 2017 CIDR 0.00011578425
1,395 Column-oriented Database Systems 2009 VLDB 0.00010928358
1,644 Compressed Linear Algebra for Large-Scale Machine Learning 2016 VLDB 0.00010132912
2,094 Tupleware: "Big" Data, Big Analytics, Small Clusters 2015 CIDR 9.1819738e-05
3,543 A Comparison of Platforms for Implementing and Running Very Large Scale Machine Learning Algorithms 2014 SIGMOD 7.3268101e-05
3,867 DBToaster: A SQL Compiler for High-Performance Delta Processing in Main-Memory Databases 2009 VLDB 7.0617513e-05
4,208 Clash of the Titans: MapReduce vs. Spark for Large Scale Data Analytics 2015 VLDB 6.8319812e-05
5,356 Code generation for efficient query processing in managed runtimes 2014 VLDB 6.2498397e-05
5,476 Lifetime-Based Memory Management for Distributed Data Processing Systems 2016 VLDB 6.2052672e-05
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