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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
8.4668658e-05
Overall Rank
2,437 | 83.63%
DOI
10.14778/3115404.3115406
PDF
Download (CC BY-NC-ND 4.0)

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
2,348 Filter Before You Parse: Faster Analytics on Raw Data with Sparser 2018 VLDB 8.5972138e-05
2,735 Speculative Distributed CSV Data Parsing for Big Data Analytics 2019 SIGMOD 8.0731466e-05
3,917 JSON Tiles: Fast Analytics on Semi-Structured Data 2021 SIGMOD 6.925328e-05
4,575 Accelerating Raw Data Analysis with the ACCORDA Software and Hardware Architecture 2019 VLDB 6.5234168e-05
6,064 ParPaRaw: Massively Parallel Parsing of Delimiter-Separated Raw Data 2020 VLDB 5.8954903e-05
6,395 Selection Pushdown in Column Stores using Bit Manipulation Instructions 2023 SIGMOD 5.7981019e-05
6,410 Schemas and Types for JSON Data: from Theory to Practice 2019 SIGMOD 5.7915684e-05
7,279 FishStore: Fast Ingestion and Indexing of Raw Data 2019 VLDB 5.5651373e-05
7,931 Scalable Structural Index Construction for JSON Analytics 2021 VLDB 5.4230698e-05
8,159 Predicate Pushdown for Data Science Pipelines 2023 SIGMOD 5.3866275e-05
8,961 FishStore: Faster Ingestion with Subset Hashing 2019 SIGMOD 5.2490978e-05
9,048 Native JSON Datatype Support: Maturing SQL and NoSQL convergence in Oracle Database 2020 VLDB 5.2306166e-05
9,330 Dynamic Speculative Optimizations for SQL Compilation in Apache Spark 2020 VLDB 5.1918883e-05
9,545 GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example 2023 SIGMOD 5.1600923e-05
9,608 Language-Agnostic Integrated Queries in a Managed Polyglot Runtime 2021 VLDB 5.1524588e-05
10,052 Tuplex: Robust, Efficient Analytics When Python Rules 2019 VLDB 5.0890428e-05
10,071 ReCG: Bottom-Up JSON Schema Discovery Using a Repetitive Cluster-and-Generalize Framework 2024 VLDB 5.0849989e-05
10,139 GpJSON: High-performance JSON Data Processing on GPUs 2025 VLDB 5.0725068e-05
10,312 Fast and Scalable Data Transfer Across Data Systems 2025 SIGMOD 5.0376863e-05
10,342 Zed: Leveraging Data Types to Process Eclectic Data 2023 CIDR 5.0230745e-05
11,714 dsJSON: A Distributed SQL JSON Processor 2023 SIGMOD 4.9769913e-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.

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