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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
11586
Venue
VLDB
Year
2017
Pagerank
8.6413407e-05
Overall Rank
2,391 | 83.60%
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
2,414 Filter Before You Parse: Faster Analytics on Raw Data with Sparser 2018 VLDB 8.6078841e-05
3,074 Speculative Distributed CSV Data Parsing for Big Data Analytics 2019 SIGMOD 7.7844208e-05
4,069 JSON Tiles: Fast Analytics on Semi-Structured Data 2021 SIGMOD 6.9276175e-05
4,483 Accelerating Raw Data Analysis with the ACCORDA Software and Hardware Architecture 2019 VLDB 6.6724044e-05
6,283 Schemas and Types for JSON Data: from Theory to Practice 2019 SIGMOD 5.9270536e-05
7,139 Selection Pushdown in Column Stores using Bit Manipulation Instructions 2023 SIGMOD 5.6932481e-05
7,164 FishStore: Fast Ingestion and Indexing of Raw Data 2019 VLDB 5.6848225e-05
7,217 ParPaRaw: Massively Parallel Parsing of Delimiter-Separated Raw Data 2020 VLDB 5.668373e-05
7,766 Scalable Structural Index Construction for JSON Analytics 2021 VLDB 5.549481e-05
8,465 Predicate Pushdown for Data Science Pipelines 2023 SIGMOD 5.4194578e-05
8,799 FishStore: Faster Ingestion with Subset Hashing 2019 SIGMOD 5.369237e-05
8,879 Native JSON Datatype Support: Maturing SQL and NoSQL convergence in Oracle Database 2020 VLDB 5.3527678e-05
9,167 Dynamic Speculative Optimizations for SQL Compilation in Apache Spark 2020 VLDB 5.3099969e-05
9,419 Language-Agnostic Integrated Queries in a Managed Polyglot Runtime 2021 VLDB 5.273161e-05
9,436 GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example 2023 SIGMOD 5.2692207e-05
9,856 Tuplex: Robust, Efficient Analytics When Python Rules 2019 VLDB 5.2082931e-05
9,893 ReCG: Bottom-Up JSON Schema Discovery Using a Repetitive Cluster-and-Generalize Framework 2024 VLDB 5.1997534e-05
9,989 GpJSON: High-performance JSON Data Processing on GPUs 2025 VLDB 5.1826377e-05
10,761 Fast and Scalable Data Transfer Across Data Systems 2025 SIGMOD 5.093636e-05
11,356 Zed: Leveraging Data Types to Process Eclectic Data 2023 CIDR 5.093636e-05
11,393 dsJSON: A Distributed SQL JSON Processor 2023 SIGMOD 5.093636e-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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