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How to Advance TPC Benchmarks with Dependability Aspects [chapter]

Raquel Almeida, Meikel Poess, Raghunath Nambiar, Indira Patil, Marco Vieira
2011 Lecture Notes in Computer Science  
Extend those tests for measuring dependability aspects Two approaches: 6 Extending each individual TPC specification Unified approach for augmenting TPC benchmarks Similar to TPC-Energy Let's  ...  and rules Experimental setup Marco Vieira TPCTC 2010, Singapore, September 17, 2010 Performance Measures Performance & Dependability Measures How to Extend TPC Benchmarks?  ... 
doi:10.1007/978-3-642-18206-8_5 fatcat:tcxudvii3ba2vpzaycj27wlts4

Resilience Benchmarking [chapter]

Marco Vieira, Henrique Madeira, Kai Sachs, Samuel Kounev
2012 Resilience Assessment and Evaluation of Computing Systems  
Computer benchmarks are standard tools that allow evaluating and comparing different systems or components according to specific characteristics (performance, dependability, security, etc).  ...  The goal is to identify the existing approaches, techniques and problems relevant to the resilience-benchmarking problem.  ...  However, for these systems traditional benchmarking approaches fail: how can we benchmark a system with 500,000 nodes? What does a typical workload look like and how does it scale?  ... 
doi:10.1007/978-3-642-29032-9_14 fatcat:km7ggy7kwvhtfc3mdu44qiski4

New TPC benchmarks for decision support and web commerce

Meikel Poess, Chris Floyd
2000 SIGMOD record  
model this aspect of the business environment.  ...  In the coming months, we anticipate seeing how member companies will implement TPC-W and market the results -and how TPC-W will change to meet the dynamic e-commerce world. i = 1,2, … ,22; j = 1,2 • QI  ... 
doi:10.1145/369275.369291 fatcat:k3dkqhauz5bateretxklxxhgrq

Benchmarking [chapter]

Reinhold Weicker
2002 Lecture Notes in Computer Science  
The SPEC Open Systems Group, TPC and SAP benchmarks are discussed in more detail. The use of benchmarks in academic research is discussed.  ...  After a definition (list of properties) of a benchmark, the major benchmarks currently used are classified according to several criteria: Ownership, definition of the benchmark, pricing, area covered by  ...  I want to thank my colleagues in the Fujitsu Siemens Benchmark Center in Paderborn for valuable suggestions, in particular Walter Nitsche, Ludger Meyer, and Stefan Gradek, whose "Performance Brief PRIMEPOWER  ... 
doi:10.1007/3-540-45798-4_9 fatcat:gzo2uloyhjee3kaw4xy455qp2a

The Making of TPC-DS

Raghunath Othayoth Nambiar, Meikel Poess
2006 Very Large Data Bases Conference  
Recognizing a paradigm shift in the industry the Transaction Processing Performance Council has developed a new Decision Support benchmark, TPC-DS, expected to be released this year.  ...  For the last decade, the research community and the industry have used TPC-D and its successor TPC-H to evaluate performance of decision support technology.  ...  ACKNOWLEDGEMENT The authors would like to acknowledge Mike Nikolaiev, Ray Glasstone, Umesh Dayal, Ken Jacobs, Tracey Stewart, Christopher Buss and Ivan Mcphee for their comments and feedback and all TPC-DS  ... 
dblp:conf/vldb/OthayothP06 fatcat:26y56idxofdb3bke37ws3fqh4m

Storage performance-metrics and benchmarks

P.M. Chen, D.A. Patterson
1993 Proceedings of the IEEE  
In this paper, we discuss the metrics and benchmarks used in storage performance evaluation.  ...  An ever-widening mismatch between storage and processor performance is causing storage pe$ormance evaluation to become increasingly more important.  ...  The better benchmarks report performance for multiple workloads, usually in the form of a graph. TPC-B and Sdet, for example, report how performance varies with load.  ... 
doi:10.1109/5.236192 fatcat:stpvfpirgfa7vidfwhx77hn6qi

High-Performance Main-Memory Database Systems and Modern Virtualization

Tobias Mühlbauer, Wolf Rödiger, Andreas Kipf, Alfons Kemper, Thomas Neumann
2015 Proceedings of the Fourth Workshop on Data analytics in the Cloud - DanaC'15  
Our experiments show that the overhead depends on the system and virtualization environment being used.  ...  In this work, we analyze in detail how much overhead modern virtualization options introduce for high-performance main-memory database systems.  ...  The TPC-VMS [10] benchmark was developed to enable standardized comparisons for virtualized environments and adapts the TPC-C, TPC-E, TPC-H, and TPC-DS benchmarks for this purpose.  ... 
doi:10.1145/2799562.2799643 dblp:conf/sigmod/MuhlbauerRKK015 fatcat:yjnufboizvcs3osu6ujuqfpzxi

The Linked Data Benchmark Council Project

Peter Boncz, Irini Fundulaki, Andrey Gubichev, Josep Larriba-Pey, Thomas Neumann
2013 Datenbank-Spektrum  
With this paper we would like to invite the readers to participate in the LDBC effort towards the development of Linked Data Benchmarks, both from the user prospective (by sharing available usage scenarios  ...  Inspired by the impact of the Transaction Processing Performance Council (TPC) Benchmarks on relational databases, the LDBC consortium formed by University and Industry researchers and practitioners has  ...  We hope that, similarly to relational databases, adequate benchmarking will advance research in many aspects of RDF and Graph data management.  ... 
doi:10.1007/s13222-013-0125-y fatcat:qmqlsg23djf5dn24eavhffhuou

TPC-H Analyzed: Hidden Messages and Lessons Learned from an Influential Benchmark [chapter]

Peter Boncz, Thomas Neumann, Orri Erling
2014 Lecture Notes in Computer Science  
On the meta-level, we make the point that the rich set of choke-points found in TPC-H sets an example on how to design future DBMS benchmarks. 4  ...  The TPC-D benchmark was developed almost 20 years ago, and even though its current existence as TPC-H could be considered superseded by TPC-DS, one can still learn from it.  ...  This paper was written with a dual motivation: (i) to use the by now wellunderstood TPC-H benchmark to illustrate examples of what we understand "choke points" to be, and use TPC-H as an example of a benchmark  ... 
doi:10.1007/978-3-319-04936-6_5 fatcat:dy5nfvl6avbfvgq5yt6adjrnva

Power Based Performance and Capacity Estimation Models for Enterprise Information Systems

Meikel Poess, Raghunath Othayoth Nambiar
2011 IEEE Data Engineering Bulletin  
This paper presents enhancements to previously published energy estimation models based on the TPC-C and TPC-H benchmarks from the same authors and a new model, based on the TPC-E benchmark.  ...  With rising energy costs and increasing power use due to the evergrowing demand for compute capacity (servers, storage, networks etc.), electricity bills have become a significant expense for todays data  ...  Acknowledgement The authors would like to acknowledge Satinder Sethi and and Ray Glasstone for their invaluable comments and feedback and Heinrich Poess for his infinite support.  ... 
dblp:journals/debu/PoessN11 fatcat:ktjskvoodvertdwywcouksv5ia

Influential Parameters to the Database Performance — A Study by Means of Design of Experiments (DoE) [chapter]

Eduardo Batista de Moraes Barbosa, Messias Borges
2013 Design of Experiments - Applications  
In the computing scope, benchmark is typically a software to perform pre-defined operations and returns a metric (i.e.: workload, throughput, etc.) to describe the system behavior.  ...  Such tests, usually called as benchmark, can ensure that software does not present problems or unavailability due to insufficient resources (i.e.: memory, processor, disk, etc.).  ...  Currently, with the benchmarks advance, its possible performs complex queries, batch and operational aspects of systems for transac-tions processing through different benchmark standards, such as TPC-C  ... 
doi:10.5772/56546 fatcat:4wjrbpnegzgslcjbilmi3mjepe

Benchmarking data warehouse systems in the cloud

Rim Moussa
2013 2013 ACS International Conference on Computer Systems and Applications (AICCSA)  
Then, we argue that TPC-H benchmark -the most prominent benchmark for decision support system, mismatches cloud rationale (scalability, elasticity, pay-per-use, fault-tolerance features) and Customer Relationship  ...  The most common benchmarks for cloud computing are the Terasort benchmark and the YCSB benchmark.  ...  and TPC-H benchmark.  ... 
doi:10.1109/aiccsa.2013.6616442 dblp:conf/aiccsa/Moussa13 fatcat:y4mcf7xk3zdjzgd473dufhpeau

Why and how to benchmark XML databases

Albrecht Schmidt, Florian Waas, Martin Kersten, Daniela Florescu, Michael J. Carey, Ioana Manolescu, Ralph Busse
2001 SIGMOD record  
experience with standard benchmarks for relational databases.  ...  Benchmarks belong to the very standard repertory of tools deployed in database development.  ...  The authors would like to thank Stefan Manegold and Niels Nes for their comments on an early draft of this paper. The first author would also like to thank Michael Rys for his valuable input.  ... 
doi:10.1145/603867.603872 fatcat:oweplmhysnf4xbx52ha2m2hj5m

A Data Generator for Cloud-Scale Benchmarking [chapter]

Tilmann Rabl, Michael Frank, Hatem Mousselly Sergieh, Harald Kosch
2011 Lecture Notes in Computer Science  
We show how distributions, relationships and dependencies in data can be computed in parallel with linear speed up.  ...  Its architecture makes the data generator easy to extend and to configure. A key feature is the high degree of parallelism that allows linear scaling for arbitrary numbers of nodes.  ...  Acknowledgement The authors would like to acknowledge Meikel Poess for his helpful comments and feedback on earlier versions of the paper.  ... 
doi:10.1007/978-3-642-18206-8_4 fatcat:b57ved4itjdjlpdlvfuthaqk74

A Data Mining Approach to Identify Key Factors in Dependability Experiments [chapter]

Gergely Pintér, Henrique Madeira, Marco Vieira, István Majzik, András Pataricza
2005 Lecture Notes in Computer Science  
Results obtained with the proposed technique identified important key factors impacting performance and dependability that could not have been revealed by the dependability benchmark measures.  ...  benchmarking experiments.  ...  the system under benchmark to deliver the best performance and dependability.  ... 
doi:10.1007/11408901_20 fatcat:lnntujcwvraexissbra4de26fu
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