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JSON Tiles: Fast Analytics on Semi-Structured Data

Summary: JSON Tiles enables fast analytics on semi-structured JSON in relational DBs without fixed schemas. It auto-detects key attributes, extracts them transparently like a column store, handles heterogeneous data, and collects optimizer statistics, achieving near-columnar scan speeds. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6152
Venue
SIGMOD
Year
2021
Pagerank
6.9276175e-05
Overall Rank
4,069 | 72.09%
DOI
10.1145/3448016.3452809

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{durner_sigmod21,
        title = {{JSON Tiles: Fast Analytics on Semi-Structured Data}},
        author = {Durner, Dominik and Leis, Viktor and Neumann, Thomas},
        series = {{SIGMOD} '21},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3448016.3452809},
        url = {https://dl.acm.org/doi/10.1145/3448016.3452809},
        year = {2021}
}

Incoming Citations (Sorted by Pagerank)

Showing 12 of 12 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 30 of 30 cited papers.

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

Rank Cited Paper Year Venue Pagerank
18 How Good Are Query Optimizers, Really? 2016 VLDB 0.00059284255
24 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00054865648
32 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00050111008
51 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.0004291425
66 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00038561587
137 Relational Databases for Querying XML Documents: Limitations and Opportunities 1999 VLDB 0.00029877792
161 Mining Frequent Patterns without Candidate Generation 2000 SIGMOD 0.00027981772
165 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00027693424
318 Storing Semistructured Data with STORED 1999 SIGMOD 0.00021380325
422 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00018732744
941 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00013078348
1,070 NoDB: Efficient Query Execution on Raw Data Files 2012 SIGMOD 0.0001232307
1,738 Sinew: A SQL System for Multi-Structured Data 2014 SIGMOD 9.8823494e-05
1,903 Instant Loading for Main Memory Databases 2013 VLDB 9.5049156e-05
1,927 Here are my Data Files. Here are my Queries. Where are my Results? 2011 CIDR 9.4703074e-05
2,202 Quantifying TPC-H Choke Points and Their Optimizations 2020 VLDB 8.9639459e-05
2,389 Parallel Data Analysis Directly on Scientific File Formats 2014 SIGMOD 8.6439053e-05
2,391 Mison: A Fast JSON Parser for Data Analytics 2017 VLDB 8.6413407e-05
2,414 Filter Before You Parse: Faster Analytics on Raw Data with Sparser 2018 VLDB 8.6078841e-05
2,435 Parallel In-Situ Data Processing with Speculative Loading 2014 SIGMOD 8.5811022e-05
2,800 JSON Data Management – Supporting Schema-less Development in RDBMS 2014 SIGMOD 8.1124117e-05
3,074 Speculative Distributed CSV Data Parsing for Big Data Analytics 2019 SIGMOD 7.7844208e-05
3,638 Fast Queries Over Heterogeneous Data Through Engine Customization 2016 VLDB 7.2338361e-05
4,014 Automatic Generation of Normalized Relational Schemas from Nested Key-Value Data 2016 SIGMOD 6.956076e-05
4,764 ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data 2018 VLDB 6.51896e-05
5,048 FAD.js: Fast JSON Data Access Using JIT-based Speculative Optimizations 2017 VLDB 6.3870952e-05
5,803 An LSM-based Tuple Compaction Framework for Apache AsterixDB 2020 VLDB 6.0841986e-05
7,557 STEED: An Analytical Database System for TrEE-structured Data 2017 VLDB 5.599684e-05
8,799 FishStore: Faster Ingestion with Subset Hashing 2019 SIGMOD 5.369237e-05
9,216 Management of Flexible Schema Data in RDBMSs - Opportunities and Limitations for NoSQL 2015 CIDR 5.3051647e-05
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