Back to papers
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
BibTeX Citation
Copy BibTeX
@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.
Rank
Citing Paper
Year
Venue
Pagerank
5,615
BOSS - An Architecture for Database Kernel Composition
2024
VLDB
6.0652416e-05
8,676
JEDI: These aren't the JSON documents you're looking for...
2022
SIGMOD
5.2910615e-05
8,840
Columnar Formats for Schemaless LSM-based Document Stores
2022
VLDB
5.2665183e-05
9,176
Towards Theory for Real-World Data
2022
PODS
5.2127522e-05
9,549
GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example
2023
SIGMOD
5.1599622e-05
9,843
High-Ratio Compression for Machine-Generated Data
2023
SIGMOD
5.1223012e-05
10,066
ReCG: Bottom-Up JSON Schema Discovery Using a Repetitive Cluster-and-Generalize Framework
2024
VLDB
5.0874072e-05
10,135
GpJSON: High-performance JSON Data Processing on GPUs
2025
VLDB
5.0749092e-05
10,710
TurboLynx: Schemaless Graph Engine Strikes Back for General-Purpose Analytics
2026
VLDB
4.9793485e-05
10,889
Rhyme Native: Efficient Code Generation for Structured and Semi-Structured Workloads
2026
VLDB
4.9793485e-05
11,191
Nested Parquet Is Flat, Why Not Use It? How To Scan Nested Data With On-the-Fly Key Generation and Joins
2025
SIGMOD
4.9793485e-05
11,601
Partition, Don’t Sort! Compression Boosters for Cloud Data Ingestion Pipelines
2024
VLDB
4.9793485e-05
11,708
dsJSON: A Distributed SQL JSON Processor
2023
SIGMOD
4.9793485e-05
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
Semantically Similar Papers
#
Overall Rank
Paper
Year
Venue
1
1,743
Sinew: A SQL System for Multi-Structured Data
2014
SIGMOD
2
7,927
Scalable Structural Index Construction for JSON Analytics
2021
VLDB
3
1,600
SQLGraph: An Efficient Relational-Based Property Graph Store
2015
SIGMOD
4
11,708
dsJSON: A Distributed SQL JSON Processor
2023
SIGMOD
5
6,679
Semistructured Models, Queries and Algebras in the Big Data Era
2016
SIGMOD
6
7,456
Closing the functional and Performance Gap between SQL and NoSQL
2016
SIGMOD
7
3,354
JSON: Data model, Query languages and Schema specification
2017
PODS
8
4,088
Automatic Generation of Normalized Relational Schemas from Nested Key-Value Data
2016
SIGMOD
9
12,073
JSON Schema Matching: Empirical Observations
2020
SIGMOD
10
2,854
JSON Data Management – Supporting Schema-less Development in RDBMS
2014
SIGMOD