Database Paper Browser

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
6091
Venue
SIGMOD
Year
2021
Pagerank
5.9796907e-05
Overall Rank
4,702 | 67.33%
DOI
10.1145/3448016.3452809

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 12 of 12 citing papers.

Rank Citing Paper Year Venue Pagerank
7,324 BOSS - An Architecture for Database Kernel Composition 2024 VLDB 4.7565238e-05
8,508 JEDI: These aren't the JSON documents you're looking for... 2022 SIGMOD 4.4907199e-05
8,727 Columnar Formats for Schemaless LSM-based Document Stores 2022 VLDB 4.4534547e-05
8,947 Towards Theory for Real-World Data 2022 PODS 4.4216375e-05
9,355 GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example 2023 SIGMOD 4.3484264e-05
9,595 High-Ratio Compression for Machine-Generated Data 2023 SIGMOD 4.3153078e-05
9,749 ReCG: Bottom-Up JSON Schema Discovery Using a Repetitive Cluster-and-Generalize Framework 2024 VLDB 4.2856385e-05
9,836 GpJSON: High-performance JSON Data Processing on GPUs 2025 VLDB 4.269939e-05
10,238 TurboLynx: Schemaless Graph Engine Strikes Back for General-Purpose Analytics 2026 VLDB 4.1905499e-05
10,504 Nested Parquet Is Flat, Why Not Use It? How To Scan Nested Data With On-the-Fly Key Generation and Joins 2025 SIGMOD 4.1905499e-05
11,070 Partition, Don’t Sort! Compression Boosters for Cloud Data Ingestion Pipelines 2024 VLDB 4.1905499e-05
11,191 dsJSON: A Distributed SQL JSON Processor 2023 SIGMOD 4.1905499e-05
Previous Page 1 / 1 Next

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
66 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00061707583
70 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00059744625
71 How Good Are Query Optimizers, Really? 2016 VLDB 0.00059446482
109 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00048217028
153 Relational Databases for Querying XML Documents: Limitations and Opportunities 1999 VLDB 0.00040759404
167 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00039408116
182 Mining Frequent Patterns without Candidate Generation 2000 SIGMOD 0.00036955562
206 Storing Semistructured Data with STORED 1999 SIGMOD 0.00034583517
241 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00031314629
729 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00017448059
1,260 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00012990853
1,346 NoDB: Efficient Query Execution on Raw Data Files 2012 SIGMOD 0.00012472598
2,006 Sinew: A SQL System for Multi-Structured Data 2014 SIGMOD 9.8144532e-05
2,326 Instant Loading for Main Memory Databases 2013 VLDB 9.0271498e-05
2,367 Here are my Data Files. Here are my Queries. Where are my Results? 2011 CIDR 8.9502761e-05
2,706 Filter Before You Parse: Faster Analytics on Raw Data with Sparser 2018 VLDB 8.2655235e-05
2,764 Parallel Data Analysis Directly on Scientific File Formats 2014 SIGMOD 8.1607305e-05
2,780 JSON Data Management – Supporting Schema-less Development in RDBMS 2014 SIGMOD 8.1307901e-05
2,825 Mison: A Fast JSON Parser for Data Analytics 2017 VLDB 8.0575959e-05
2,914 Quantifying TPC-H Choke Points and Their Optimizations 2020 VLDB 7.9197583e-05
2,975 Parallel In-Situ Data Processing with Speculative Loading 2014 SIGMOD 7.7871791e-05
3,432 Speculative Distributed CSV Data Parsing for Big Data Analytics 2019 SIGMOD 7.0974248e-05
4,319 Fast Queries Over Heterogeneous Data Through Engine Customization 2016 VLDB 6.2823814e-05
4,491 Automatic Generation of Normalized Relational Schemas from Nested Key-Value Data 2016 SIGMOD 6.137527e-05
5,304 ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data 2018 VLDB 5.5738777e-05
5,353 FAD.js: Fast JSON Data Access Using JIT-based Speculative Optimizations 2017 VLDB 5.552782e-05
6,227 An LSM-based Tuple Compaction Framework for Apache AsterixDB 2020 VLDB 5.1408445e-05
7,348 STEED: An Analytical Database System for TrEE-structured Data 2017 VLDB 4.7501876e-05
8,785 FishStore: Faster Ingestion with Subset Hashing 2019 SIGMOD 4.4467731e-05
9,139 Management of Flexible Schema Data in RDBMSs - Opportunities and Limitations for NoSQL 2015 CIDR 4.382747e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
2,006 Sinew: A SQL System for Multi-Structured Data 2014 SIGMOD 9.8144532e-05
7,836 Scalable Structural Index Construction for JSON Analytics 2021 VLDB 4.6345023e-05
2,128 SQLGraph: An Efficient Relational-Based Property Graph Store 2015 SIGMOD 9.4804485e-05
11,191 dsJSON: A Distributed SQL JSON Processor 2023 SIGMOD 4.1905499e-05
5,461 Semistructured Models, Queries and Algebras in the Big Data Era 2016 SIGMOD 5.4936928e-05
7,007 Closing the functional and Performance Gap between SQL and NoSQL 2016 SIGMOD 4.8606428e-05
2,785 JSON: Data model, Query languages and Schema specification 2017 PODS 8.1227206e-05
4,491 Automatic Generation of Normalized Relational Schemas from Nested Key-Value Data 2016 SIGMOD 6.137527e-05
11,579 JSON Schema Matching: Empirical Observations 2020 SIGMOD 4.1905499e-05
2,780 JSON Data Management – Supporting Schema-less Development in RDBMS 2014 SIGMOD 8.1307901e-05