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Jaql: A Scripting Language for Large Scale Semistructured Data Analysis

Summary: Jaql: declarative scripting for large-scale semistructured data on Hadoop MapReduce. JSON-like flexible model with schema-on-read; higher-order functions and reusable modules; varying abstraction with compiler rewrites for parallel execution. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10191
Venue
VLDB
Year
2011
Pagerank
0.00012933537
Overall Rank
1,265 | 91.21%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 27 of 27 citing papers.

Rank Citing Paper Year Venue Pagerank
1,407 Hybrid Parallelization Strategies for Large-Scale Machine Learning in SystemML 2014 VLDB 0.00012163413
2,006 Sinew: A SQL System for Multi-Structured Data 2014 SIGMOD 9.8144532e-05
2,211 ReStore: Reusing Results of MapReduce Jobs 2012 VLDB 9.2823037e-05
2,616 Opening the Black Boxes in Data Flow Optimization 2012 VLDB 8.4457819e-05
2,714 Minimal MapReduce Algorithms 2013 SIGMOD 8.2426646e-05
2,780 JSON Data Management – Supporting Schema-less Development in RDBMS 2014 SIGMOD 8.1307901e-05
2,823 Implicit Parallelism through Deep Language Embedding 2015 SIGMOD 8.0593793e-05
2,825 Mison: A Fast JSON Parser for Data Analytics 2017 VLDB 8.0575959e-05
3,511 M3R: Increased Performance for In-Memory Hadoop Jobs 2012 VLDB 7.0242945e-05
3,714 Optimizing Analytic Data Flows for Multiple Execution Engines 2012 SIGMOD 6.8176849e-05
4,068 Advanced Partitioning Techniques for Massively Distributed Computation 2012 SIGMOD 6.4748133e-05
4,319 Fast Queries Over Heterogeneous Data Through Engine Customization 2016 VLDB 6.2823814e-05
5,012 Dynamically Optimizing Queries over Large Scale Data Platforms 2014 SIGMOD 5.7543101e-05
5,309 Continuous Cloud-Scale Query Optimization and Processing 2013 VLDB 5.5714729e-05
5,461 Semistructured Models, Queries and Algebras in the Big Data Era 2016 SIGMOD 5.4936928e-05
5,603 Schemas and Types for JSON Data: from Theory to Practice 2019 SIGMOD 5.4140437e-05
8,267 Rumble: Data Independence for Large Messy Data Sets 2021 VLDB 4.5410785e-05
8,420 Handling Environments in a Nested Relational Algebra with Combinators and an Implementation in a Verified Query Compiler 2017 SIGMOD 4.5116638e-05
8,927 QMapper for Smart Grid: Migrating SQL-based Application to Hive 2015 SIGMOD 4.4229886e-05
9,355 GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example 2023 SIGMOD 4.3484264e-05
9,384 Versatile Optimization of UDF-heavy Data Flows with Sofa 2014 SIGMOD 4.3432098e-05
9,536 Graph Data Models, Query Languages and Programming Paradigms 2018 VLDB 4.3225428e-05
9,749 ReCG: Bottom-Up JSON Schema Discovery Using a Repetitive Cluster-and-Generalize Framework 2024 VLDB 4.2856385e-05
11,191 dsJSON: A Distributed SQL JSON Processor 2023 SIGMOD 4.1905499e-05
12,070 Next Generation Data Analytics at IBM Research 2013 VLDB 4.1905499e-05
12,117 Declarative Error Management for Robust Data-Intensive Applications 2012 SIGMOD 4.1905499e-05
12,129 Surfacing Time-critical Insights from Social Media 2012 SIGMOD 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
3 Pig Latin: A Not-So-Foreign Language for Data Processing 2008 SIGMOD 0.0024217964
4 Pregel: A System for Large-Scale Graph Processing 2010 SIGMOD 0.0019040811
21 GAMMA - A High Performance Dataflow Database Machine 1986 VLDB 0.00086104592
22 SCOPE: Easy and Efficient Parallel Processing of Massive Data Sets 2008 VLDB 0.00084679526
70 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00059744625
169 MAD Skills: New Analysis Practices for Big Data 2009 VLDB 0.00038967371
1,042 Daytona And The Fourth-Generation Language Cymbal 1999 SIGMOD 0.00014470108
1,361 SQL/MapReduce: A practical approach to self-describing, polymorphic, and parallelizable user-defined functions 2009 VLDB 0.00012393719
1,494 Ricardo: Integrating R and Hadoop 2010 SIGMOD 0.00011677793
4,567 User-Defined Table Operators: Enhancing Extensibility for ORDBMS 1999 VLDB 6.0728188e-05
6,266 Midas: Integrating Public Financial Data 2010 SIGMOD 5.1288728e-05
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