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Logical Aspects of Massively Parallel and Distributed Systems

Summary: Surveys logical foundations for two distributed settings: synchronized-round massively parallel computation (MPC) focusing on algorithms, correctness and optimization for conjunctive-query evaluation. Also analyzes asynchronous, eventually-consistent declarative systems with fixed partitioning, characterizing coordination-free behavior via logical monotonicity and Datalog. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
1702
Venue
PODS
Year
2016
Pagerank
4.1945683e-05
Overall Rank
11,831 | 17.70%
DOI
10.1145/2902251.2902307

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Showing 26 of 26 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 0.0024183614
70 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00059533166
109 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00048186983
285 Automating Physical Database Design in a Parallel Database 2002 SIGMOD 0.0002899128
542 Shark: SQL and Rich Analytics at Scale 2013 SIGMOD 0.00020595648
778 Declarative Networking: Language, Execution and Optimization 2006 SIGMOD 0.00016791276
960 A Comparison of Join Algorithms for Log Processing in MapReduce 2010 SIGMOD 0.00015012242
1,110 Parallel Evaluation of Conjunctive Queries 2011 PODS 0.00013968198
1,308 Upper and Lower Bounds on the Cost of a Map-Reduce Computation 2013 VLDB 0.00012661651
1,310 Consistency Analysis in Bloom: a CALM and Collected Approach 2011 CIDR 0.00012658593
1,374 Relational Transducers for Declarative Networking 2011 PODS 0.0001230835
1,411 Communication Steps for Parallel Query Processing 2013 PODS 0.0001212565
1,865 Diagnosis of Asynchronous Discrete Event Systems: Datalog to the Rescue! 2005 PODS 0.00010275334
1,939 From Theory to Practice: Efficient Join Query Evaluation in a Parallel Database System 2015 SIGMOD 0.00010025655
2,212 Skew in Parallel Query Processing 2014 PODS 9.2771827e-05
2,413 Automated Partitioning Design in Parallel Database Systems 2011 SIGMOD 8.8672223e-05
3,888 On the Expressive Power of Datalog: Tools and a Case Study 1990 PODS 6.6634475e-05
4,546 Bounded Conjunctive Queries 2014 VLDB 6.0987778e-05
4,696 Asynchronous and Fault-Tolerant Recursive Datalog Evaluation in Shared-Nothing Engines 2015 VLDB 5.9911301e-05
4,927 A Rule-based Language for Web Data Management 2011 PODS 5.8225392e-05
7,085 Querying Big Data by Accessing Small Data 2015 PODS 4.8388174e-05
7,413 On Scale Independence for Querying Big Data 2014 PODS 4.7358047e-05
7,822 Weaker Forms of Monotonicity for Declarative Networking: a More Fine-grained Answer to the CALM-conjecture 2014 PODS 4.6426494e-05
8,215 Parallel-Correctness and Transferability for Conjunctive Queries 2015 PODS 4.5577562e-05
8,961 An Effective Syntax for Bounded Relational Queries 2016 SIGMOD 4.4206115e-05
12,097 Making Queries Tractable on Big Data with Preprocessing (through the eyes of complexity theory) 2013 VLDB 4.1945683e-05
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