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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
hf3255187a8582820
Venue
SIGMOD
Year
2021
Pagerank
6.9025015e-05
Overall Rank
3,927 | 73.68%
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 13 of 13 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
15 How Good Are Query Optimizers, Really? 2016 VLDB 0.00061463175
23 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00055523999
31 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00049707539
49 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00043085722
52 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00041439488
141 Relational Databases for Querying XML Documents: Limitations and Opportunities 1999 VLDB 0.00029191386
161 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00027629724
165 Mining Frequent Patterns without Candidate Generation 2000 SIGMOD 0.00027323925
329 Storing Semistructured Data with STORED 1999 SIGMOD 0.00020888032
375 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00019660459
894 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00013179915
1,072 NoDB: Efficient Query Execution on Raw Data Files 2012 SIGMOD 0.00012143482
1,753 Sinew: A SQL System for Multi-Structured Data 2014 SIGMOD 9.7119095e-05
1,937 Here are my Data Files. Here are my Queries. Where are my Results? 2011 CIDR 9.3333463e-05
1,942 Instant Loading for Main Memory Databases 2013 VLDB 9.3133693e-05
1,958 Quantifying TPC-H Choke Points and Their Optimizations 2020 VLDB 9.2894133e-05
2,342 Parallel In-Situ Data Processing with Speculative Loading 2014 SIGMOD 8.5978326e-05
2,356 Filter Before You Parse: Faster Analytics on Raw Data with Sparser 2018 VLDB 8.5715425e-05
2,437 Parallel Data Analysis Directly on Scientific File Formats 2014 SIGMOD 8.4576748e-05
2,446 Mison: A Fast JSON Parser for Data Analytics 2017 VLDB 8.4392802e-05
2,741 Speculative Distributed CSV Data Parsing for Big Data Analytics 2019 SIGMOD 8.0574455e-05
2,862 JSON Data Management – Supporting Schema-less Development in RDBMS 2014 SIGMOD 7.9096239e-05
3,510 Fast Queries Over Heterogeneous Data Through Engine Customization 2016 VLDB 7.2263115e-05
4,111 Automatic Generation of Normalized Relational Schemas from Nested Key-Value Data 2016 SIGMOD 6.7891131e-05
4,855 ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data 2018 VLDB 6.3657929e-05
5,166 FAD.js: Fast JSON Data Access Using JIT-based Speculative Optimizations 2017 VLDB 6.2338839e-05
5,867 An LSM-based Tuple Compaction Framework for Apache AsterixDB 2020 VLDB 5.9486081e-05
7,712 STEED: An Analytical Database System for TrEE-structured Data 2017 VLDB 5.4561733e-05
8,983 FishStore: Faster Ingestion with Subset Hashing 2019 SIGMOD 5.2317424e-05
9,384 Management of Flexible Schema Data in RDBMSs - Opportunities and Limitations for NoSQL 2015 CIDR 5.1701116e-05
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