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WideTable: An Accelerator for Analytical Data Processing

Summary: WideTable denormalizes data into a wide, columnar table and answers analytics via scans. It combines dict encoding, columnar storage, outerjoin embedding, and pack-code scans to bound space and joins; TPC-H in memory shows speedups and scalability. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10969
Venue
VLDB
Year
2014
Pagerank
8.8726508e-05
Overall Rank
2,412 | 83.23%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 14 of 14 citing papers.

Rank Citing Paper Year Venue Pagerank
342 EmptyHeaded: A Relational Engine for Graph Processing 2016 SIGMOD 0.00026795977
2,390 ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout 2015 SIGMOD 8.9084657e-05
2,772 Quickstep: A Data Platform Based on the Scaling-Up Approach 2018 VLDB 8.1401661e-05
2,916 Quantifying TPC-H Choke Points and Their Optimizations 2020 VLDB 7.9068048e-05
3,388 Analytics in Motion: High Performance Event-Processing AND Real-Time Analytics in the Same Database 2015 SIGMOD 7.1571148e-05
5,123 Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-Precision Learning 2019 VLDB 5.6796998e-05
5,532 A Padded Encoding Scheme to Accelerate Scans by Leveraging Skew 2015 SIGMOD 5.4548897e-05
7,007 Closing the functional and Performance Gap between SQL and NoSQL 2016 SIGMOD 4.8653116e-05
7,097 Fast Multi-Column Sorting in Main-Memory Column-Stores 2016 SIGMOD 4.8336115e-05
7,112 Wide Table Layout Optimization based on Column Ordering and Duplication 2017 SIGMOD 4.8275068e-05
9,819 Generating Application-Specific Data Layouts for In-memory Databases 2019 VLDB 4.2774401e-05
9,906 Rethinking the Encoding of Integers for Scans on Skewed Data 2023 SIGMOD 4.2578595e-05
10,788 Streaming View: An Efficient Data Processing Engine for Modern Real-time Data Warehouse of Alibaba Cloud 2025 VLDB 4.1945683e-05
11,545 Pixels: Multiversion Wide Table Store for Data Lakes 2020 CIDR 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 16 of 16 cited papers.

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

Rank Cited Paper Year Venue Pagerank
1 Access Path Selection in a Relational Database Management System 1979 SIGMOD 0.0040449103
21 C-Store: A Column-oriented DBMS 2005 VLDB 0.00086087497
35 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00076197749
100 Of Nests and Trees: A Unified Approach to Processing Queries That Contain Nested Subqueries, Aggregates, and Quantifiers 1987 VLDB 0.00049624696
130 Optimization of Nested SQL Queries Revisited 1987 SIGMOD 0.00044031247
131 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.0004370331
241 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00031420034
305 SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units 2009 VLDB 0.00028248614
310 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.00028132402
343 Implementing Database Operations Using SIMD Instructions 2002 SIGMOD 0.00026768139
542 Shark: SQL and Rich Analytics at Scale 2013 SIGMOD 0.00020595648
1,100 Query Optimization In Compressed Database Systems 2001 SIGMOD 0.00014072277
1,270 BitWeaving: Fast Scans for Main Memory Data Processing 2013 SIGMOD 0.00012926086
1,618 Row-wise Parallel Predicate Evaluation 2008 VLDB 0.00011114015
1,731 Fast Updates on Read-Optimized Databases Using Multi-Core CPUs 2012 VLDB 0.0001073454
5,604 Design and Evaluation of Storage Organizations for Read-Optimized Main Memory Databases 2013 VLDB 5.4147933e-05
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