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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
6.9285787e-05
Overall Rank
3,916 | 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 0.00061066921
23 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00055406774
31 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00049839909
49 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00043160717
52 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00041219077
141 Relational Databases for Querying XML Documents: Limitations and Opportunities 1999 VLDB 0.00029294114
163 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.0002749118
164 Mining Frequent Patterns without Candidate Generation 2000 SIGMOD 0.00027412227
326 Storing Semistructured Data with STORED 1999 SIGMOD 0.00020963333
373 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00019711632
906 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00013160654
1,069 NoDB: Efficient Query Execution on Raw Data Files 2012 SIGMOD 0.00012185253
1,743 Sinew: A SQL System for Multi-Structured Data 2014 SIGMOD 9.7368807e-05
1,925 Here are my Data Files. Here are my Queries. Where are my Results? 2011 CIDR 9.3670488e-05
1,931 Instant Loading for Main Memory Databases 2013 VLDB 9.3474242e-05
1,952 Quantifying TPC-H Choke Points and Their Optimizations 2020 VLDB 9.3189525e-05
2,328 Parallel In-Situ Data Processing with Speculative Loading 2014 SIGMOD 8.62934e-05
2,347 Filter Before You Parse: Faster Analytics on Raw Data with Sparser 2018 VLDB 8.6012176e-05
2,422 Parallel Data Analysis Directly on Scientific File Formats 2014 SIGMOD 8.4891004e-05
2,436 Mison: A Fast JSON Parser for Data Analytics 2017 VLDB 8.4708399e-05
2,735 Speculative Distributed CSV Data Parsing for Big Data Analytics 2019 SIGMOD 8.0761736e-05
2,854 JSON Data Management – Supporting Schema-less Development in RDBMS 2014 SIGMOD 7.9394584e-05
3,505 Fast Queries Over Heterogeneous Data Through Engine Customization 2016 VLDB 7.2508161e-05
4,088 Automatic Generation of Normalized Relational Schemas from Nested Key-Value Data 2016 SIGMOD 6.8148416e-05
4,832 ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data 2018 VLDB 6.3895407e-05
5,140 FAD.js: Fast JSON Data Access Using JIT-based Speculative Optimizations 2017 VLDB 6.2575221e-05
5,852 An LSM-based Tuple Compaction Framework for Apache AsterixDB 2020 VLDB 5.9711113e-05
7,693 STEED: An Analytical Database System for TrEE-structured Data 2017 VLDB 5.4768655e-05
8,953 FishStore: Faster Ingestion with Subset Hashing 2019 SIGMOD 5.2515834e-05
9,349 Management of Flexible Schema Data in RDBMSs - Opportunities and Limitations for NoSQL 2015 CIDR 5.1897188e-05
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