TPC-DS, taking decision support benchmarking to the next level
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Why and how to benchmark XML databases
ACM SIGMOD Record
A Comparison of Alternative Encoding Mechanisms for Web Services
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
Materialization of fragmented views in multidimensional databases
Data & Knowledge Engineering
Helper Threads via Virtual Multithreading
IEEE Micro
Journal of Parallel and Distributed Computing
Locking Protocols for Materialized Aggregate Join Views
IEEE Transactions on Knowledge and Data Engineering
OS support for a commodity database on PC clusters: distributed devices vs. distributed file systems
ADC '05 Proceedings of the 16th Australasian database conference - Volume 39
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Controlled SQL query evolution for decision support benchmarks
WOSP '07 Proceedings of the 6th international workshop on Software and performance
Horizontal fragmentation as a technique to improve the performance of drill-down and roll-up queries
Proceedings of the 2007 ACM symposium on Applied computing
From complete to incomplete information and back
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
An efficient method for performing record deletions and updates using index scans
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Locking protocols for materialized aggregate join views
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
Generating thousand benchmark queries in seconds
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Why you should run TPC-DS: a workload analysis
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
International Journal of Business Intelligence and Data Mining
Efficient and scalable statistics gathering for large databases in Oracle 11g
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
An Agent-Oriented Dynamic Adaptive Threshold Transmission for XML Data on Networks
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part III
Proceedings of the VLDB Endowment
Transaction reordering with application to synchronized scans
Proceedings of the ACM 11th international workshop on Data warehousing and OLAP
Can RDB2RDF Tools Feasibily Expose Large Science Archives for Data Integration?
ESWC 2009 Heraklion Proceedings of the 6th European Semantic Web Conference on The Semantic Web: Research and Applications
A generic construct based workload model for web search
Information Processing and Management: an International Journal
Data & Knowledge Engineering
A power consumption analysis of decision support systems
Proceedings of the first joint WOSP/SIPEW international conference on Performance engineering
Using the Active Storage Fabrics model to address petascale storage challenges
Proceedings of the 4th Annual Workshop on Petascale Data Storage
View materialization vs. indexing: balancing space constraints in data warehouse design
CAiSE'03 Proceedings of the 15th international conference on Advanced information systems engineering
Transaction reordering and grouping for continuous data loading
BIRTE'06 Proceedings of the 1st international conference on Business intelligence for the real-time enterprises
Energy benchmarks: a detailed analysis
Proceedings of the 1st International Conference on Energy-Efficient Computing and Networking
Benchmarking spatial data warehouses
DaWaK'10 Proceedings of the 12th international conference on Data warehousing and knowledge discovery
V locking protocol for materialized aggregate join views on B-tree indices
WAIM'10 Proceedings of the 11th international conference on Web-age information management
A data generator for cloud-scale benchmarking
TPCTC'10 Proceedings of the Second TPC technology conference on Performance evaluation, measurement and characterization of complex systems
Benchmarking using basic DBMS operations
TPCTC'10 Proceedings of the Second TPC technology conference on Performance evaluation, measurement and characterization of complex systems
Parallel data generation for performance analysis of large, complex RDBMS
Proceedings of the Fourth International Workshop on Testing Database Systems
The mixed workload CH-benCHmark
Proceedings of the Fourth International Workshop on Testing Database Systems
Efficient processing of drill-across queries over geographic data warehouses
DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery
Virtual I/O caching: dynamic storage cache management for concurrent workloads
Proceedings of 2011 International Conference for High Performance Computing, Networking, Storage and Analysis
A dynamic threshold technique for XML data transmission on networks
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Efficient update data generation for DBMS benchmarks
ICPE '12 Proceedings of the 3rd ACM/SPEC International Conference on Performance Engineering
A PDGF implementation for TPC-H
TPCTC'11 Proceedings of the Third TPC Technology conference on Topics in Performance Evaluation, Measurement and Characterization
Rapid development of data generators using meta generators in PDGF
Proceedings of the Sixth International Workshop on Testing Database Systems
Variations of the star schema benchmark to test the effects of data skew on query performance
Proceedings of the 4th ACM/SPEC International Conference on Performance Engineering
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For as long as there have been DBMS's and applications that use them, there has been interest in the performance characteristics that these systems exhibit. This month's column describes some of the recent work that has taken place in TPC, the Transaction Processing Performance Council.TPC-A and TPC-B are obsolete benchmarks that you might have heard about in the past. TPC-C V3.5 is the current benchmark for OLTP systems. Introduced in 1992, it has been run on many hardware platforms and DBMS's. Indeed, the TPC web site currently lists 202 TPC-C benchmark results. Due to its maturity, TPC-C will not be discussed in this article.We've asked two very knowledgeable individuals to write this article. Meikel Poess is the chair of the TPC H and TPC-R Subcommittees and Chris Floyd is the chair of the TPC-W Subcommittee. We greatly appreciate their efforts.A wealth of information can be found at the TPC web site [ 1 ]. This information includes the benchmark specifications themselves, TPC membership information, and benchmark results.