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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
5580
Venue
SIGMOD
Year
2018
Pagerank
4.351469e-05
Overall Rank
9,337 | 35.11%
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
6,194 Automatic Optimization of Matrix Implementations for Distributed Machine Learning and Linear Algebra 2021 SIGMOD 5.1592984e-05
7,055 Serving Deep Learning Models with Deduplication from Relational Databases 2022 VLDB 4.8428976e-05
7,459 Lachesis: Automatic Partitioning for UDF-Centric Analytics 2021 VLDB 4.7199075e-05
8,005 Pangea: Monolithic Distributed Storage for Data Analytics 2019 VLDB 4.6044087e-05
8,162 MONSOON: Multi-Step Optimization and Execution of Queries with Partially Obscured Predicates 2020 SIGMOD 4.5686903e-05
9,705 Distributed Numerical and Machine Learning Computations via Two-Phase Execution of Aggregated Join Trees 2021 VLDB 4.2951758e-05
10,177 InferF: Declarative Factorization of AI/ML Inferences over Joins 2026 SIGMOD 4.1905499e-05
10,226 Automated Tensor-Relational Decomposition for Large-Scale Sparse Tensor Computation 2026 VLDB 4.1905499e-05
10,979 StarfishDB: a Query Execution Engine for Relational Probabilistic Programming 2024 SIGMOD 4.1905499e-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 0.00076209479
59 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.0006445664
66 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00061707583
113 Encapsulation of Parallelism in the Volcano Query Processing System 1990 SIGMOD 0.0004673401
319 Overview of SciDB: Large Scale Array Storage, Processing and Analysis 2010 SIGMOD 0.00027771951
454 An Overview of Query Optimization in Relational Systems 1998 PODS 0.00022796106
476 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.00022216002
557 SystemML: Declarative Machine Learning on Spark 2016 VLDB 0.00020186115
701 Building Efficient Query Engines in a High-Level Language 2014 VLDB 0.00017893039
1,407 Hybrid Parallelization Strategies for Large-Scale Machine Learning in SystemML 2014 VLDB 0.00012163413
1,590 Column-oriented Database Systems 2009 VLDB 0.00011230525
1,751 Weld: A Common Runtime for High Performance Data Analytics 2017 CIDR 0.00010673874
1,970 Compressed Linear Algebra for Large-Scale Machine Learning 2016 VLDB 9.9024431e-05
2,421 Tupleware: "Big" Data, Big Analytics, Small Clusters 2015 CIDR 8.8471956e-05
3,460 A Comparison of Platforms for Implementing and Running Very Large Scale Machine Learning Algorithms 2014 SIGMOD 7.0702034e-05
4,407 DBToaster: A SQL Compiler for High-Performance Delta Processing in Main-Memory Databases 2009 VLDB 6.2033567e-05
4,435 Clash of the Titans: MapReduce vs. Spark for Large Scale Data Analytics 2015 VLDB 6.18493e-05
5,680 Code generation for efficient query processing in managed runtimes 2014 VLDB 5.3759701e-05
5,803 Lifetime-Based Memory Management for Distributed Data Processing Systems 2016 VLDB 5.3208219e-05
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2,153 The Data Calculator*: Data Structure Design and Cost Synthesis from First Principles and Learned Cost Models 2018 SIGMOD 9.418541e-05
13,369 Big Data Science Needs Big Data Middleware 2015 CIDR -
4,117 PIQL: A Performance Insightful Query Language 2010 SIGMOD 6.4319226e-05
558 Trinity: A Distributed Graph Engine on a Memory Cloud 2013 SIGMOD 0.00020158056
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2,062 PIQL: Success-Tolerant Query Processing in the Cloud 2012 VLDB 9.654149e-05
1,797 epiC: an Extensible and Scalable System for Processing Big Data 2014 VLDB 0.00010502488
1,719 Distributed Data-Parallel Computing Using a High-Level Programming Language 2009 SIGMOD 0.00010759065