Row-wise Parallel Predicate Evaluation

Summary: Row-wise banked layout enables a one-pass predicate evaluation for table scans. Evaluates equality, range, IN-list, and conjuncts across multiple columns in a bank and multiple rows per word, beating pure column stores and exposing representation overhead. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 9892
Venue: VLDB
Year: 2008
Pagerank: 0.00010746714
Overall Rank: 1,450 | 90.06%
DOI: 10.14778/1453856.1453925

Incoming Non-self Citations Over Time

Authors

1. Ryan Johnson (Carnegie Mellon University)
2. Vijayshankar Raman (IBM)
3. Richard Sidle (IBM)
4. Garret Swart (Oracle)

BibTeX Citation

@article{johnson_vldb08,
        title = {{Row-wise Parallel Predicate Evaluation}},
        author = {Johnson, Ryan and Raman, Vijayshankar and Sidle, Richard and Swart, Garret},
        journal = {PVLDB},
        series = {{VLDB} '08},
        volume = {1},
        number = {1},
        pages = {622--633},
        doi = {10.14778/1453856.1453925},
        url = {https://doi.org/10.14778/1453856.1453925},
        year = {2008}
}

Incoming Citations (Sorted by Pagerank)

Showing 23 of 23 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
165	DB2 with BLU Acceleration: So Much More than Just a Column Store	2013	VLDB	0.00027693424
216	SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units	2009	VLDB	0.00024498128
870	BitWeaving: Fast Scans for Main Memory Data Processing	2013	SIGMOD	0.0001350293
1,798	SMOKE: Fine-grained Lineage at Interactive Speed	2018	VLDB	9.7361937e-05
1,927	Here are my Data Files. Here are my Queries. Where are my Results?	2011	CIDR	9.4703074e-05
2,156	Quickstep: A Data Platform Based on the Scaling-Up Approach	2018	VLDB	9.0635624e-05
2,391	Mison: A Fast JSON Parser for Data Analytics	2017	VLDB	8.6413407e-05
2,599	WideTable: An Accelerator for Analytical Data Processing	2014	VLDB	8.3583572e-05
2,788	BtrBlocks: Efficient Columnar Compression for Data Lakes	2023	SIGMOD	8.1205155e-05
2,937	Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation	2018	SIGMOD	7.9435581e-05
3,598	Access Path Selection in Main-Memory Optimized Data Systems: Should I Scan or Should I Probe?	2017	SIGMOD	7.2718988e-05
5,122	A Padded Encoding Scheme to Accelerate Scans by Leveraging Skew	2015	SIGMOD	6.3573169e-05
5,357	Joins on Encoded and Partitioned Data	2014	VLDB	6.2497031e-05
6,009	Optimization of Conjunctive Predicates for Main Memory Column Stores	2016	VLDB	6.0113733e-05
6,040	FPGA: What's in it for a Database?	2009	SIGMOD	5.9977597e-05
7,139	Selection Pushdown in Column Stores using Bit Manipulation Instructions	2023	SIGMOD	5.6932481e-05
7,242	Fast Multi-Column Sorting in Main-Memory Column-Stores	2016	SIGMOD	5.6641994e-05
7,412	RTScan: Efficient Scan with Ray Tracing Cores	2024	VLDB	5.624223e-05
8,075	Online Reorganization in Read Optimized MMDBS	2011	SIGMOD	5.4929858e-05
8,370	Cabin: a Compressed Adaptive Binned Scan Index	2024	SIGMOD	5.4409293e-05
9,754	Optimization of Disjunctive Predicates for Main Memory Column Stores	2017	SIGMOD	5.2273974e-05
10,056	Rethinking the Encoding of Integers for Scans on Skewed Data	2023	SIGMOD	5.1676234e-05
10,985	Scaling GPU-Accelerated Databases beyond GPU Memory Size	2025	VLDB	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
14	MonetDB/X100: Hyper-Pipelining Query Execution	2005	CIDR	0.0006312782
29	Database Architecture Optimized for the New Bottleneck: Memory Access	1999	VLDB	0.00052093615
60	Integrating Compression and Execution in Column-Oriented Database Systems	2006	SIGMOD	0.0003955489
293	Implementing Database Operations Using SIMD Instructions	2002	SIGMOD	0.00022259273
970	Sybase IQ Multiplex – Designed For Analytics	2004	VLDB	0.00012882125
1,222	Data Compression in Oracle	2003	VLDB	0.00011602327
1,748	How to Wring a Table Dry: Entropy Compression of Relations and Querying of Compressed Relations	2006	VLDB	9.8480684e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	216	SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units	2009	VLDB
2	7,412	RTScan: Efficient Scan with Ray Tracing Cores	2024	VLDB
3	5,122	A Padded Encoding Scheme to Accelerate Scans by Leveraging Skew	2015	SIGMOD
4	10,136	On the Vexing Difficulty of Evaluating IN Predicates	2026	CIDR
5	9,754	Optimization of Disjunctive Predicates for Main Memory Column Stores	2017	SIGMOD
6	954	Parallel Evaluation of Conjunctive Queries	2011	PODS
7	7,139	Selection Pushdown in Column Stores using Bit Manipulation Instructions	2023	SIGMOD
8	6,009	Optimization of Conjunctive Predicates for Main Memory Column Stores	2016	VLDB
9	870	BitWeaving: Fast Scans for Main Memory Data Processing	2013	SIGMOD
10	2,937	Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation	2018	SIGMOD