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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
6.925328e-05
Overall Rank
3,917 | 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 0.00061067652
23 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00055384955
31 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00049821554
49 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.0004314366
52 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00041210636
141 Relational Databases for Querying XML Documents: Limitations and Opportunities 1999 VLDB 0.0002928095
163 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00027480091
164 Mining Frequent Patterns without Candidate Generation 2000 SIGMOD 0.000273994
326 Storing Semistructured Data with STORED 1999 SIGMOD 0.00020953829
373 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00019705706
907 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00013157412
1,070 NoDB: Efficient Query Execution on Raw Data Files 2012 SIGMOD 0.00012179575
1,745 Sinew: A SQL System for Multi-Structured Data 2014 SIGMOD 9.7324334e-05
1,927 Here are my Data Files. Here are my Queries. Where are my Results? 2011 CIDR 9.362697e-05
1,933 Instant Loading for Main Memory Databases 2013 VLDB 9.3430609e-05
1,949 Quantifying TPC-H Choke Points and Their Optimizations 2020 VLDB 9.3172855e-05
2,331 Parallel In-Situ Data Processing with Speculative Loading 2014 SIGMOD 8.6253336e-05
2,348 Filter Before You Parse: Faster Analytics on Raw Data with Sparser 2018 VLDB 8.5972138e-05
2,423 Parallel Data Analysis Directly on Scientific File Formats 2014 SIGMOD 8.4851588e-05
2,437 Mison: A Fast JSON Parser for Data Analytics 2017 VLDB 8.4668658e-05
2,735 Speculative Distributed CSV Data Parsing for Big Data Analytics 2019 SIGMOD 8.0731466e-05
2,854 JSON Data Management – Supporting Schema-less Development in RDBMS 2014 SIGMOD 7.93571e-05
3,505 Fast Queries Over Heterogeneous Data Through Engine Customization 2016 VLDB 7.2474175e-05
4,091 Automatic Generation of Normalized Relational Schemas from Nested Key-Value Data 2016 SIGMOD 6.8116205e-05
4,834 ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data 2018 VLDB 6.3865472e-05
5,142 FAD.js: Fast JSON Data Access Using JIT-based Speculative Optimizations 2017 VLDB 6.2545634e-05
5,855 An LSM-based Tuple Compaction Framework for Apache AsterixDB 2020 VLDB 5.9683418e-05
7,699 STEED: An Analytical Database System for TrEE-structured Data 2017 VLDB 5.4742733e-05
8,961 FishStore: Faster Ingestion with Subset Hashing 2019 SIGMOD 5.2490978e-05
9,358 Management of Flexible Schema Data in RDBMSs - Opportunities and Limitations for NoSQL 2015 CIDR 5.1872626e-05
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