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Mison: A Fast JSON Parser for Data Analytics

Summary: Mison: an analytics JSON parser that pushes projection and filtering into parsing. Eschews FSMs for a scheme combining speculative field hints and indices that map logical to physical positions, turning control into data flow and yielding speedups. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hc3b826b8cfe74213
Venue
VLDB
Year
2017
Pagerank
8.4708399e-05
Overall Rank
2,436 | 83.63%
DOI
10.14778/3115404.3115406

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{li_vldb17,
        title = {{Mison: A Fast JSON Parser for Data Analytics}},
        author = {Li, Yinan and Katsipoulakis, Nikos R. and Chandramouli, Badrish and Goldstein, Jonathan and Kossmann, Donald},
        journal = {PVLDB},
        series = {{VLDB} '17},
        volume = {10},
        number = {10},
        pages = {1118--1129},
        doi = {10.14778/3115404.3115406},
        url = {https://doi.org/10.14778/3115404.3115406},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

Showing 21 of 21 citing papers.

Rank Citing Paper Year Venue Pagerank
2,347 Filter Before You Parse: Faster Analytics on Raw Data with Sparser 2018 VLDB 8.6012176e-05
2,735 Speculative Distributed CSV Data Parsing for Big Data Analytics 2019 SIGMOD 8.0761736e-05
3,916 JSON Tiles: Fast Analytics on Semi-Structured Data 2021 SIGMOD 6.9285787e-05
4,573 Accelerating Raw Data Analysis with the ACCORDA Software and Hardware Architecture 2019 VLDB 6.5265033e-05
6,063 ParPaRaw: Massively Parallel Parsing of Delimiter-Separated Raw Data 2020 VLDB 5.8982522e-05
6,392 Selection Pushdown in Column Stores using Bit Manipulation Instructions 2023 SIGMOD 5.800848e-05
6,407 Schemas and Types for JSON Data: from Theory to Practice 2019 SIGMOD 5.7942821e-05
7,276 FishStore: Fast Ingestion and Indexing of Raw Data 2019 VLDB 5.5677722e-05
7,927 Scalable Structural Index Construction for JSON Analytics 2021 VLDB 5.425609e-05
8,153 Predicate Pushdown for Data Science Pipelines 2023 SIGMOD 5.3891786e-05
8,953 FishStore: Faster Ingestion with Subset Hashing 2019 SIGMOD 5.2515834e-05
9,040 Native JSON Datatype Support: Maturing SQL and NoSQL convergence in Oracle Database 2020 VLDB 5.2330939e-05
9,321 Dynamic Speculative Optimizations for SQL Compilation in Apache Spark 2020 VLDB 5.1943472e-05
9,549 GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example 2023 SIGMOD 5.1599622e-05
9,600 Language-Agnostic Integrated Queries in a Managed Polyglot Runtime 2021 VLDB 5.1548991e-05
10,047 Tuplex: Robust, Efficient Analytics When Python Rules 2019 VLDB 5.091453e-05
10,066 ReCG: Bottom-Up JSON Schema Discovery Using a Repetitive Cluster-and-Generalize Framework 2024 VLDB 5.0874072e-05
10,135 GpJSON: High-performance JSON Data Processing on GPUs 2025 VLDB 5.0749092e-05
10,305 Fast and Scalable Data Transfer Across Data Systems 2025 SIGMOD 5.0400722e-05
10,335 Zed: Leveraging Data Types to Process Eclectic Data 2023 CIDR 5.0254535e-05
11,708 dsJSON: A Distributed SQL JSON Processor 2023 SIGMOD 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

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

Rank Cited Paper Year Venue Pagerank
23 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00055406774
49 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00043160717
231 Storm @Twitter 2014 SIGMOD 0.00023841089
685 Trill: A High-Performance Incremental Query Processor for Diverse Analytics 2015 VLDB 0.00014782777
873 BitWeaving: Fast Scans for Main Memory Data Processing 2013 SIGMOD 0.00013338838
1,037 Jaql: A Scripting Language for Large Scale Semistructured Data Analysis 2011 VLDB 0.00012376819
1,069 NoDB: Efficient Query Execution on Raw Data Files 2012 SIGMOD 0.00012185253
1,459 Row-wise Parallel Predicate Evaluation 2008 VLDB 0.00010585108
1,743 Sinew: A SQL System for Multi-Structured Data 2014 SIGMOD 9.7368807e-05
1,925 Here are my Data Files. Here are my Queries. Where are my Results? 2011 CIDR 9.3670488e-05
1,931 Instant Loading for Main Memory Databases 2013 VLDB 9.3474242e-05
2,328 Parallel In-Situ Data Processing with Speculative Loading 2014 SIGMOD 8.62934e-05
2,854 JSON Data Management – Supporting Schema-less Development in RDBMS 2014 SIGMOD 7.9394584e-05
4,088 Automatic Generation of Normalized Relational Schemas from Nested Key-Value Data 2016 SIGMOD 6.8148416e-05
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