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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
6090
Venue
SIGMOD
Year
2021
Pagerank
5.9853687e-05
Overall Rank
4,704 | 67.28%
DOI
10.1145/3448016.3452809

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 12 of 12 citing papers.

Rank Citing Paper Year Venue Pagerank
7,328 BOSS - An Architecture for Database Kernel Composition 2024 VLDB 4.7610909e-05
8,511 JEDI: These aren't the JSON documents you're looking for... 2022 SIGMOD 4.495029e-05
8,731 Columnar Formats for Schemaless LSM-based Document Stores 2022 VLDB 4.4577278e-05
8,943 Towards Theory for Real-World Data 2022 PODS 4.4258797e-05
9,379 GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example 2023 SIGMOD 4.3462787e-05
9,595 High-Ratio Compression for Machine-Generated Data 2023 SIGMOD 4.3194469e-05
9,750 ReCG: Bottom-Up JSON Schema Discovery Using a Repetitive Cluster-and-Generalize Framework 2024 VLDB 4.2897489e-05
9,837 GpJSON: High-performance JSON Data Processing on GPUs 2025 VLDB 4.2740344e-05
10,238 TurboLynx: Schemaless Graph Engine Strikes Back for General-Purpose Analytics 2026 VLDB 4.1945683e-05
10,494 Nested Parquet Is Flat, Why Not Use It? How To Scan Nested Data With On-the-Fly Key Generation and Joins 2025 SIGMOD 4.1945683e-05
11,067 Partition, Don’t Sort! Compression Boosters for Cloud Data Ingestion Pipelines 2024 VLDB 4.1945683e-05
11,189 dsJSON: A Distributed SQL JSON Processor 2023 SIGMOD 4.1945683e-05
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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
66 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00061639801
70 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00059533166
71 How Good Are Query Optimizers, Really? 2016 VLDB 0.00059038975
109 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00048186983
153 Relational Databases for Querying XML Documents: Limitations and Opportunities 1999 VLDB 0.00040784455
167 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00039180521
181 Mining Frequent Patterns without Candidate Generation 2000 SIGMOD 0.00036992674
207 Storing Semistructured Data with STORED 1999 SIGMOD 0.00034611968
241 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00031420034
735 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00017452467
1,263 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00012982857
1,343 NoDB: Efficient Query Execution on Raw Data Files 2012 SIGMOD 0.00012482538
2,001 Sinew: A SQL System for Multi-Structured Data 2014 SIGMOD 9.8186417e-05
2,322 Instant Loading for Main Memory Databases 2013 VLDB 9.034874e-05
2,367 Here are my Data Files. Here are my Queries. Where are my Results? 2011 CIDR 8.9511058e-05
2,700 Filter Before You Parse: Faster Analytics on Raw Data with Sparser 2018 VLDB 8.2728509e-05
2,757 Parallel Data Analysis Directly on Scientific File Formats 2014 SIGMOD 8.1679384e-05
2,773 JSON Data Management – Supporting Schema-less Development in RDBMS 2014 SIGMOD 8.1386587e-05
2,819 Mison: A Fast JSON Parser for Data Analytics 2017 VLDB 8.0651326e-05
2,916 Quantifying TPC-H Choke Points and Their Optimizations 2020 VLDB 7.9068048e-05
2,973 Parallel In-Situ Data Processing with Speculative Loading 2014 SIGMOD 7.7902322e-05
3,437 Speculative Distributed CSV Data Parsing for Big Data Analytics 2019 SIGMOD 7.0942161e-05
4,326 Fast Queries Over Heterogeneous Data Through Engine Customization 2016 VLDB 6.288323e-05
4,489 Automatic Generation of Normalized Relational Schemas from Nested Key-Value Data 2016 SIGMOD 6.1434237e-05
5,301 ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data 2018 VLDB 5.5790928e-05
5,343 FAD.js: Fast JSON Data Access Using JIT-based Speculative Optimizations 2017 VLDB 5.5581129e-05
6,231 An LSM-based Tuple Compaction Framework for Apache AsterixDB 2020 VLDB 5.1457863e-05
7,350 STEED: An Analytical Database System for TrEE-structured Data 2017 VLDB 4.754748e-05
8,788 FishStore: Faster Ingestion with Subset Hashing 2019 SIGMOD 4.451039e-05
9,138 Management of Flexible Schema Data in RDBMSs - Opportunities and Limitations for NoSQL 2015 CIDR 4.3869509e-05
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2,001 Sinew: A SQL System for Multi-Structured Data 2014 SIGMOD 9.8186417e-05
7,830 Scalable Structural Index Construction for JSON Analytics 2021 VLDB 4.6388763e-05
2,130 SQLGraph: An Efficient Relational-Based Property Graph Store 2015 SIGMOD 9.4798556e-05
11,189 dsJSON: A Distributed SQL JSON Processor 2023 SIGMOD 4.1945683e-05
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2,773 JSON Data Management – Supporting Schema-less Development in RDBMS 2014 SIGMOD 8.1386587e-05