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Why You Should Run TPC-DS: A Workload Analysis

Summary: Argues that running TPC-DS is essential for benchmarking by dissecting workload phases (load, query, maintenance) and their impact on the metric. Cites formal review status and relevance for vendor evaluation and research on optimization techniques. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
9523
Venue
VLDB
Year
2007
Pagerank
6.5953162e-05
Overall Rank
3,951 | 72.52%
DOI
-

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Showing 6 of 6 cited papers.

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

Rank Cited Paper Year Venue Pagerank
21 C-Store: A Column-oriented DBMS 2005 VLDB 0.00086087497
659 The Making of TPC-DS 2006 VLDB 0.00018500853
1,070 Analyzing Plan Diagrams of Database Query Optimizers 2005 VLDB 0.00014316791
2,614 Generating Thousand Benchmark Queries in Seconds 2004 VLDB 8.4490632e-05
3,241 TPC-DS, Taking Decision Support Benchmarking to the Next Level 2002 SIGMOD 7.3305643e-05
13,660 Large Scale Data Warehouses on Grid: Oracle Database 10g and HP ProLiant Servers 2005 VLDB -
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