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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
5579
Venue
SIGMOD
Year
2018
Pagerank
4.3556432e-05
Overall Rank
9,332 | 35.08%
DOI
10.1145/3183713.3196933

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 9 of 9 citing papers.

Rank Citing Paper Year Venue Pagerank
6,191 Automatic Optimization of Matrix Implementations for Distributed Machine Learning and Linear Algebra 2021 SIGMOD 5.1642282e-05
7,061 Serving Deep Learning Models with Deduplication from Relational Databases 2022 VLDB 4.8463881e-05
7,476 Lachesis: Automatic Partitioning for UDF-Centric Analytics 2021 VLDB 4.7188928e-05
8,002 Pangea: Monolithic Distributed Storage for Data Analytics 2019 VLDB 4.6088289e-05
8,158 MONSOON: Multi-Step Optimization and Execution of Queries with Partially Obscured Predicates 2020 SIGMOD 4.5730772e-05
9,706 Distributed Numerical and Machine Learning Computations via Two-Phase Execution of Aggregated Join Trees 2021 VLDB 4.2992942e-05
10,177 InferF: Declarative Factorization of AI/ML Inferences over Joins 2026 SIGMOD 4.1945683e-05
10,226 Automated Tensor-Relational Decomposition for Large-Scale Sparse Tensor Computation 2026 VLDB 4.1945683e-05
10,976 StarfishDB: a Query Execution Engine for Relational Probabilistic Programming 2024 SIGMOD 4.1945683e-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
35 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00076197749
60 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00064439773
66 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00061639801
113 Encapsulation of Parallelism in the Volcano Query Processing System 1990 SIGMOD 0.00046764513
318 Overview of SciDB: Large Scale Array Storage, Processing and Analysis 2010 SIGMOD 0.00027795661
454 An Overview of Query Optimization in Relational Systems 1998 PODS 0.00022734812
476 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.00022226941
557 SystemML: Declarative Machine Learning on Spark 2016 VLDB 0.00020197988
704 Building Efficient Query Engines in a High-Level Language 2014 VLDB 0.00017900583
1,402 Hybrid Parallelization Strategies for Large-Scale Machine Learning in SystemML 2014 VLDB 0.00012180605
1,590 Column-oriented Database Systems 2009 VLDB 0.00011233838
1,750 Weld: A Common Runtime for High Performance Data Analytics 2017 CIDR 0.00010683647
1,967 Compressed Linear Algebra for Large-Scale Machine Learning 2016 VLDB 9.9131712e-05
2,418 Tupleware: "Big" Data, Big Analytics, Small Clusters 2015 CIDR 8.8556595e-05
3,455 A Comparison of Platforms for Implementing and Running Very Large Scale Machine Learning Algorithms 2014 SIGMOD 7.0771839e-05
4,410 DBToaster: A SQL Compiler for High-Performance Delta Processing in Main-Memory Databases 2009 VLDB 6.2091068e-05
4,437 Clash of the Titans: MapReduce vs. Spark for Large Scale Data Analytics 2015 VLDB 6.1907793e-05
5,667 Code generation for efficient query processing in managed runtimes 2014 VLDB 5.3806399e-05
5,793 Lifetime-Based Memory Management for Distributed Data Processing Systems 2016 VLDB 5.3258796e-05
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