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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
- 11399
- Venue
- VLDB
- Year
- 2017
- Pagerank
- 8.0575959e-05
- Overall Rank
- 2,825 | 80.37%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 21 of 21 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 2,706 |
Filter Before You Parse: Faster Analytics on Raw Data with Sparser |
2018 |
VLDB |
8.2655235e-05 |
| 3,432 |
Speculative Distributed CSV Data Parsing for Big Data Analytics |
2019 |
SIGMOD |
7.0974248e-05 |
| 4,603 |
Accelerating Raw Data Analysis with the ACCORDA Software and Hardware Architecture |
2019 |
VLDB |
6.0515823e-05 |
| 4,702 |
JSON Tiles: Fast Analytics on Semi-Structured Data |
2021 |
SIGMOD |
5.9796907e-05 |
| 5,603 |
Schemas and Types for JSON Data: from Theory to Practice |
2019 |
SIGMOD |
5.4140437e-05 |
| 6,976 |
FishStore: Fast Ingestion and Indexing of Raw Data |
2019 |
VLDB |
4.8715045e-05 |
| 7,356 |
ParPaRaw: Massively Parallel Parsing of Delimiter-Separated Raw Data |
2020 |
VLDB |
4.748111e-05 |
| 7,427 |
Selection Pushdown in Column Stores using Bit Manipulation Instructions |
2023 |
SIGMOD |
4.7282014e-05 |
| 7,836 |
Scalable Structural Index Construction for JSON Analytics |
2021 |
VLDB |
4.6345023e-05 |
| 8,625 |
Predicate Pushdown for Data Science Pipelines |
2023 |
SIGMOD |
4.4784651e-05 |
| 8,716 |
Native JSON Datatype Support: Maturing SQL and NoSQL convergence in Oracle Database |
2020 |
VLDB |
4.4569825e-05 |
| 8,785 |
FishStore: Faster Ingestion with Subset Hashing |
2019 |
SIGMOD |
4.4467731e-05 |
| 9,122 |
Dynamic Speculative Optimizations for SQL Compilation in Apache Spark |
2020 |
VLDB |
4.3877539e-05 |
| 9,273 |
Language-Agnostic Integrated Queries in a Managed Polyglot Runtime |
2021 |
VLDB |
4.3615327e-05 |
| 9,355 |
GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example |
2023 |
SIGMOD |
4.3484264e-05 |
| 9,718 |
Tuplex: Robust, Efficient Analytics When Python Rules |
2019 |
VLDB |
4.2939577e-05 |
| 9,749 |
ReCG: Bottom-Up JSON Schema Discovery Using a Repetitive Cluster-and-Generalize Framework |
2024 |
VLDB |
4.2856385e-05 |
| 9,836 |
GpJSON: High-performance JSON Data Processing on GPUs |
2025 |
VLDB |
4.269939e-05 |
| 10,492 |
Fast and Scalable Data Transfer Across Data Systems |
2025 |
SIGMOD |
4.1905499e-05 |
| 11,153 |
Zed: Leveraging Data Types to Process Eclectic Data |
2023 |
CIDR |
4.1905499e-05 |
| 11,191 |
dsJSON: A Distributed SQL JSON Processor |
2023 |
SIGMOD |
4.1905499e-05 |
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 |
| 66 |
Spark SQL: Relational Data Processing in Spark |
2015 |
SIGMOD |
0.00061707583 |
| 109 |
Dremel: Interactive Analysis of Web-Scale Datasets |
2010 |
VLDB |
0.00048217028 |
| 287 |
Storm @Twitter |
2014 |
SIGMOD |
0.00028917909 |
| 1,097 |
Trill: A High-Performance Incremental Query Processor for Diverse Analytics |
2015 |
VLDB |
0.00014083973 |
| 1,265 |
Jaql: A Scripting Language for Large Scale Semistructured Data Analysis |
2011 |
VLDB |
0.00012933537 |
| 1,267 |
BitWeaving: Fast Scans for Main Memory Data Processing |
2013 |
SIGMOD |
0.00012917585 |
| 1,346 |
NoDB: Efficient Query Execution on Raw Data Files |
2012 |
SIGMOD |
0.00012472598 |
| 1,622 |
Row-wise Parallel Predicate Evaluation |
2008 |
VLDB |
0.00011104582 |
| 2,006 |
Sinew: A SQL System for Multi-Structured Data |
2014 |
SIGMOD |
9.8144532e-05 |
| 2,326 |
Instant Loading for Main Memory Databases |
2013 |
VLDB |
9.0271498e-05 |
| 2,367 |
Here are my Data Files. Here are my Queries. Where are my Results? |
2011 |
CIDR |
8.9502761e-05 |
| 2,780 |
JSON Data Management – Supporting Schema-less Development in RDBMS |
2014 |
SIGMOD |
8.1307901e-05 |
| 2,975 |
Parallel In-Situ Data Processing with Speculative Loading |
2014 |
SIGMOD |
7.7871791e-05 |
| 4,491 |
Automatic Generation of Normalized Relational Schemas from Nested Key-Value Data |
2016 |
SIGMOD |
6.137527e-05 |
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